##Introduction

There has tremendous growth in the area undergraduate biology research over the last two decades. This study attempts to summarize and analyze the progress of this growth.

Summary of initial data set

This is a placeholder for the inital data set Whole group

txt <- "rawdata/CBE_LSE_2008-2019/CBE_LSErecords1-733.txt"
data <- convert2df(file = txt, dbsource = 'wos', format = "plaintext")
## 
## Converting your wos collection into a bibliographic dataframe
## 
## 
## Warning:
## In your file, some mandatory metadata are missing. Bibliometrix functions may not work properly!
## 
## Please, take a look at the vignettes:
## - 'Data Importing and Converting' (https://cran.r-project.org/web/packages/bibliometrix/vignettes/Data-Importing-and-Converting.html)
## - 'A brief introduction to bibliometrix' (https://cran.r-project.org/web/packages/bibliometrix/vignettes/bibliometrix-vignette.html)
## 
## 
## Missing fields:  DEDone!
## 
## 
## Generating affiliation field tag AU_UN from C1:  Done!
biblioAnalysis(data, sep = ";")
## $Articles
## [1] 733
## 
## $Authors
## AU
##              TANNER KD              KNIGHT JK            BROWNELL SE 
##                     26                     22                     21 
##               SMITH MK               DOLAN EL             ANDREWS TC 
##                     17                     16                     11 
##           WENDEROTH MP              CORWIN LA               COUCH BA 
##                     11                     10                     10 
##                EDDY SL               LABOV JB              GRAHAM MJ 
##                     10                     10                      9 
##             HANAUER DI              LOPATTO D         URBAN-LURAIN M 
##                      9                      9                      9 
##               BRAME CJ              FREEMAN S               PRICE RM 
##                      8                      8                      8 
##                ALLEN D            ANDERSON TR             BRICKMAN P 
##                      7                      7                      7 
##            EBERT-MAY D             GORMALLY C              LEMONS PP 
##                      7                      7                      7 
##           MARBACH-AD G              MOMSEN JL               PEREZ KE 
##                      7                      7                      7 
##           SCHUSSLER EE                BIROL G              COOPER KM 
##                      7                      6                      6 
##          KALINOWSKI ST             LEONARD MJ              NEWMAN DL 
##                      6                      6                      6 
##             PREVOST LB              SEIDEL SB                WOOD WB 
##                      6                      6                      6 
##               WOODIN T              AIKENS ML             ANDREWS TM 
##                      6                      5                      5 
##             BRANCHAW J               COLEY JD            GRUNSPAN DZ 
##                      5                      5                      5 
##              MERRILL J               MILLER S                NEHM RH 
##                      5                      5                      5 
##           OFFERDAHL EG              PELAEZ NJ            REYNOLDS JA 
##                      5                      5                      5 
##               STAINS M               TANNER K             ABRAHAM JK 
##                      5                      5                      4 
##            CAMPBELL AG            CAMPBELL AM             COLLINS TW 
##                      4                      4                      4 
##              COOPER MM               COTNER S               CROWE AJ 
##                      4                      4                      4 
##               DAVIS GK           DENETCLAW WF             DOHERTY JH 
##                      4                      4                      4 
##                 EDDY S              ELGIN SCR              ESTRADA M 
##                      4                      4                      4 
##            FREDERICK J            GRINESKI SE             HOSKINS SG 
##                      4                      4                      4 
##           HOSKINSON AM              JOHNSON D          KLYMKOWSKY MW 
##                      4                      4                      4 
##              KNIGHT JD             LAURSEN SL                LONG TM 
##                      4                      4                      4 
##                MCGEE R          MONTPLAISIR L              O'DOWD DK 
##                      4                      4                      4 
##               PELAEZ N                PFUND C              POLLOCK C 
##                      4                      4                      4 
##              REEVES TD            SCHINSKE JN               SPETH EB 
##                      4                      4                      4 
##               STARK LA            THOMPSON KV            THOMPSON RJ 
##                      4                      4                      4 
##             TRUJILLO G              WRIGHT LK                WYSE SA 
##                      4                      4                      4 
##            ANDERSON CW              ARAGON OR            AUERBACH AJ 
##                      3                      3                      3 
##              BARNARD D              BARNES ME              BATZLI JM 
##                      3                      3                      3 
##                BECK CW               BHALLA S              BOLGER MS 
##                      3                      3                      3 
##               BUHLER J              BURRUS LW        BYARS-WINSTON A 
##                      3                      3                      3 
##               CARNES M            CAVANAGH AJ       CHANDRASEKARAN V 
##                      3                      3                      3 
##                CHEN XN               CHUNG HM                DEANE T 
##                      3                      3                      3 
##              DEHAAN RL                DIRKS C             DONOVAN DA 
##                      3                      3                      3 
##                DOWD JE                  DU CG               DUNBAR D 
##                      3                      3                      3 
##             ECKDAHL TT                EVANS M                FESER J 
##                      3                      3                      3 
##                FREY RF             FROHLICH D             GARDNER GE 
##                      3                      3                      3 
##             GARDNER SM             GOODMAN AL              GOUVEA JS 
##                      3                      3                      3 
##               HAUSER C                  HE WL           HERNANDEZ PR 
##                      3                      3                      3 
##              HERRERA J               JEFFE DB              JEFFERY E 
##                      3                      3                      3 
##              JENSEN JL               JONES CJ              KAEHLER M 
##                      3                      3                      3 
##                LEUNG W     LEVIS-FITZGERALD M               MAHER JM 
##                      3                      3                      3 
##           MARSTELLER P          MASKIEWICZ AC                MATZ RL 
##                      3                      3                      3 
##           MCFARLAND JL               MCNEIL G             MERRILL JE 
##                      3                      3                      3 
##               MOMSEN J             MORALES DX              NAGAMI PH 
##                      3                      3                      3 
##            NAGENGAST A                NOMME K              OLIMPO JT 
##                      3                      3                      3 
##          OVERVOORDE PJ               OWENS MT              PARRISH S 
##                      3                      3                      3 
##           PRIBBENOW CM                REVIE D                ROBIC S 
##                      3                      3                      3 
##          RODENBUSCH SE           ROSENWALD AG               RUNYON C 
##                      3                      3                      3 
##              RUNYON CR                SATO BK              SAVILLE K 
##                      3                      3                      3 
##            SCHROEDER S               SEMSAR K             SHAFFER CD 
##                      3                      3                      3 
##                 SHAW M          SHORTLIDGE EE              SINGER SR 
##                      3                      3                      3 
##                SKUSE G               SMITH JI                SMITH M 
##                      3                      3                      3 
##            SONERAL PAG               SPRATT M                STAMM J 
##                      3                      3                      3 
##        STANGER-HALL KF             STANTON JD             STETZER MR 
##                      3                      3                      3 
##            THOMPSON JS             TRUJILLO C           UNDERWOOD SM 
##                      3                      3                      3 
##             WAWERSIK M              WESTON TJ            WILLIAMS KS 
##                      3                      3                      3 
##              WILSON KJ                WISE SB              WRIGHT CD 
##                      3                      3                      3 
##            YOUNGBLOM J             ABDULLAH C              ADAMS AEM 
##                      3                      2                      2 
##         AGUILAR-ROCA N              ALVAREZ C             ALVAREZ CJ 
##                      2                      2                      2 
##            ANDERSON WL                ANGRA A             ARNESON JB 
##                      2                      2                      2 
##                ASAI DJ               ASHLEY M                ASIF MZ 
##                      2                      2                      2 
##              ASQUITH P               BAILEY C              BAILEY EG 
##                      2                      2                      2 
##              BALLEN CJ              BANGERA G                BASS KM 
##                      2                      2                      2 
##               BATZLI J              BAUERLE C                BEAN AJ 
##                      2                      2                      2 
##             BEDARD JEJ           BEDNARSKI AE                BELL JD 
##                      2                      2                      2 
##           BENABENTOS R              BENTON HP         BISSONNETTE SA 
##                      2                      2                      2 
##               BLAIR JR              BLUMER LS             BOONSTRA J 
##                      2                      2                      2 
##               BOWMAN K               BOYER KE               BRAUN DC 
##                      2                      2                      2 
##            BRECKLER JL               BROWN TL             BROWNELL S 
##                      2                      2                      2 
##                BRUNO J                 BURG M              BURGESS W 
##                      2                      2                      2 
##               BUXNER S                BYRD DT              CAHILL MJ 
##                      2                      2                      2 
##             CAPORALE N           CARPENTER EJ    CARRERO-MARTINEZ FA 
##                      2                      2                      2 
##               CARSON S            CATAVERO CM          CHAKRAVERTY D 
##                      2                      2                      2 
##               CHAN YHM               CHANG AL          CHRISPEELS HE 
##                      2                      2                      2 
##          CHRISTENSEN W                 CHU DS               CLARK MD 
##                      2                      2                      2 
##               CLARKE B                CLASE K             COFFMAN CR 
##                      2                      2                      2 
##               COMBS ED             CONNELL GL              CREECH LR 
##                      2                      2                      2 
##             DAHMANI HR            DASGUPTA AP               DAVIS WB 
##                      2                      2                      2 
##         DE LA TORRE JR            DE PILLIS L     DECHENNE-PETERS SE 
##                      2                      2                      2 
##                 DEES J              DEJONG RJ           DENNISTON KJ 
##                      2                      2                      2 
##              DEPASS AL             DERTING TL            DIANGELO JR 
##                      2                      2                      2 
##           DIBARTOLO PM               DOWNEY N          DRITS-ESSER D 
##                      2                      2                      2 
##              DURHAM MF                 DYE KM              DZIRASA K 
##                      2                      2                      2 
##               EATON CD                 EBY LT                EISEN A 
##                      2                      2                      2 
##              ESPARZA D                FANG CM              FELDON DF 
##                      2                      2                      2 
## FINDLEY-VAN NOSTRAND D              FISHER GR                FISK JN 
##                      2                      2                      2 
##             FLETCHER L                FRARY A              FRENCH DP 
##                      2                      2                      2 
##                 FUSE M              GAINES MS               GIBBS KD 
##                      2                      2                      2 
##              GIBSON CL        GORDON-MESSER S               GORGA JJ 
##                      2                      2                      2 
##               GOSSER Y           GOTTESMAN AJ               GOVIND S 
##                      2                      2                      2 
##             GOVINDAN B          GREGG-JOLLY L              GRISHAM W 
##                      2                      2                      2 
##                GROSS D            GUTIERREZ B             HABERMAN A 
##                      2                      2                      2 
##                HALL JD           HANDELSMAN J                HARK AT 
##                      2                      2                      2 
##                HARMS U             HARRELL JR              HARRIS HE 
##                      2                      2                      2 
##              HARRIS MA            HARRISON CD               HARSH JA 
##                      2                      2                      2 
##             HARTLEY LM               HAUDEK K              HAUDEK KC 
##                      2                      2                      2 
##                  HE ZH              HERRON JC                HIATT A 
##                      2                      2                      2 
##                HISH AJ              HOHMANN C                HOLE TN 
##                      2                      2                      2 
##                HOLT EA            HOOGEWERF A             HOOPES LLM 
##                      2                      2                      2 
##            HUSBANDS JL             INGALLS SB             IRELAND SK 
##                      2                      2                      2 
##              IVERSON E            JENKINSON J              JUNGCK JR 
##                      2                      2                      2 
##                KAATZ A            KADANDALE P               KADLEC L 
##                      2                      2                      2 
##              KELLEY LA             KENDALL KD                KEY SCS 
##                      2                      2                      2 
##               KNEKTA E              KNISLEY J                KOHN KP 
##                      2                      2                      2 
##               KOKAN NP                KOPP OR              KRAMER IM 
##                      2                      2                      2 
##          KRYJEVSKAIA M              KULECK GA               LAWRIE G 
##                      2                      2                      2 
##               LEUPEN S               LEWIN JD               LEWIS JE 
##                      2                      2                      2 
##             LIBARKIN J                  LIE R               LIGHT TL 
##                      2                      2                      2 
##              LIMERI LB           LINDSTAEDT B            LINEBACK JE 
##                      2                      2                      2 
##              LINTON DL                  LO SM           LOERTSCHER J 
##                      2                      2                      2 
##                  LOM B             LOPILATO J              LUCKIE DB 
##                      2                      2                      2 
##              LUDLOW LH                 LUND L            MACKINNON C 
##                      2                      2                      2 
##             MALTESE AV              MARDIS ER       MARQUEZ-MAGANA L 
##                      2                      2                      2 
##      MARQUEZ-MAGANA LM    MARTINEZ-CRUZADO JC           MARTINKOVA P 
##                      2                      2                      2 
##            MATTHEWS KE             MCCOURT JS            MCDANIEL MA 
##                      2                      2                      2 
##            MCDONNELL L           MCELHINNY TL               MCGILL G 
##                      2                      2                      2 
##                MEAD LS            MEDDLETON S                 MEIR E 
##                      2                      2                      2 
##                  MEL S              MERRITT B              MILLER KR 
##                      2                      2                      2 
##         MILLER-SIMS VC           MINDERHOUT V             MOFFATT CA 
##                      2                      2                      2 
##          MOSCARELLA RA               MUDAY GK                NAGY GA 
##                      2                      2                      2 
##               NELSON J           NICCHITTA CV            O'CONNOR CM 
##                      2                      2                      2 
##            OFFERDAHL E              OSGOOD MP       PAPE-LINDSTROM P 
##                      2                      2                      2 
##            PARADISE CJ               PARKER J              PASION SG 
##                      2                      2                      2 
##            PATTERSON R          PELLETREAU KN            PENNINGS PS 
##                      2                      2                      2 
##            PHILLIPS AR               PILARZ M             POLLENZ RS 
##                      2                      2                      2 
##             PRUNUSKE A              RAMIREZ G              REASON RD 
##                      2                      2                      2 
##           REGISFORD EG             REINAGEL A            REINHOLZ DL 
##                      2                      2                      2 
##             RICHMOND G                RIGGS B             RISSING SW 
##                      2                      2                      2 
##           ROBERTSON AL               ROMEO JM           ROSENTHAL MZ 
##                      2                      2                      2 
##             ROSPLOCH K             ROWLAND AA              ROWLAND S 
##                      2                      2                      2 
##                 ROY SW               RUBIN MR           RUSSO-TAIT T 
##                      2                      2                      2 
##             SADSELIA S             SANDERS EA             SANDERS ER 
##                      2                      2                      2 
##             SAWTELLE V               SCAGER K             SCHINSKE J 
##                      2                      2                      2 
##         SCHNEEBERGER P           SCHOTTLER NA           SCHUCHARDT A 
##                      2                      2                      2 
##       SCHWEINGRUBER HA               SCOTT EE             SHAFFER JF 
##                      2                      2                      2 
##              SHAPIRO C            SHEPHERD VL              SHUSTER M 
##                      2                      2                      2 
##            SILVEIRA LA               SMITH CD               SMITH MA 
##                      2                      2                      2 
##               SMITH ST             SOLOMON ED            SORKNESS CA 
##                      2                      2                      2 
##               SPANA EP             SPENCER KC              SPICER GS 
##                      2                      2                      2 
##          SREENIVASAN A             STEVENS LM             STEVENS MT 
##                      2                      2                      2 
##           STOLTZFUS JR               STONE EM             SUMMERS MM 
##                      2                      2                      2 
##             SWEEDER RD                 SWEI A                 TAI RH 
##                      2                      2                      2 
##                TERRY M             THANUKOS A                THIRY H 
##                      2                      2                      2 
##               THOMAS S             TIBELL LAE                 TOUR E 
##                      2                      2                      2 
##        TOVEN-LINDSEY B        TRAUSTADOTTIR T            TRUJILLO CM 
##                      2                      2                      2 
##               VASALY H              VASALY HL              VICKREY T 
##                      2                      2                      2 
##              VINSON EL                WALLS M           WARSCHAUER M 
##                      2                      2                      2 
##              WATKINS J              WATKINS K                 WEI CA 
##                      2                      2                      2 
##              WIEGANT F               WIEMAN C            WIENHOLD CJ 
##                      2                      2                      2 
##             WIGGINS BL               WILSON J              WILSON MA 
##                      2                      2                      2 
##           WISCHUSEN EW            WITHEROW DS              WITHERS M 
##                      2                      2                      2 
##            WOLYNIAK MJ                 WONG A               WRIGHT R 
##                      2                      2                      2 
##                  WU JL            YAMAMOTO KR                  YIN Y 
##                      2                      2                      2 
##              ZAGALLO P                ZHOU LM            ABDELLA BRJ 
##                      2                      2                      1 
##         ABERCROMBIE CL              ABSHIRE E               ACKER GN 
##                      1                      1                      1 
##              ADAMIEC M                ADAMS A                ADAMS P 
##                      1                      1                      1 
##                ADAMS R            ADEDOKUN OA              ADOLPH SC 
##                      1                      1                      1 
##               AGBADA E               AGNEW CR        AGUILAR-ROCA NM 
##                      1                      1                      1 
##              AGUIRRE K            AINSCOUGH L               AKANA SF 
##                      1                      1                      1 
##                ALES JD              ALLCHIN D                ALLEN T 
##                      1                      1                      1 
##             ALOISIO KM                ALTO VM            ALVARADO DR 
##                      1                      1                      1 
##               ANBAR AD              ANDERS KR             ANDERSON C 
##                      1                      1                      1 
##             ANDERSON E            ANDERSON EA             ANDERSON G 
##                      1                      1                      1 
##            ANDERSON JL            ANDERSON LJ             ANDRESEN C 
##                      1                      1                      1 
##             ANDREWS SE            ANDRIOLE DA            ANESTIDOU L 
##                      1                      1                      1 
##             APKARIAN N              APODACA J           APPLEYARD CB 
##                      1                      1                      1 
##       ARDI-PASTORES VC           ARDISSONE AN           ARLINGHAUS K 
##                      1                      1                      1 
##           ARMBRUSTER P           ARMSTRONG PI                ARNDT A 
##                      1                      1                      1 
##               ARNOLD B                 AROK A             ARONSON BD 
##                      1                      1                      1 
##   ARTAVANIS-TSAKONAS S             ASEFIRAD A               ASTER EM 
##                      1                      1                      1 
##              ATKINS LJ               AUBRY JR         AUCHINCLOSS LC 
##                      1                      1                      1 
##           AUERBACH AJJ               AUGUST A           AUVENSHINE S 
##                      1                      1                      1 
##               AVENA JS                 AWAD M         AWONG-TAYLOR J 
##                      1                      1                      1 
##            BABALOLA CP                 BAEK D             BAEPLER PM 
##                      1                      1                      1 
##             BAHNIWAL M               BAILEY D              BAILEY TC 
##                      1                      1                      1 
##              BAILEY WM                BAKER E                BALAS B 
##                      1                      1                      1 
##             BALDWIN CD               BALKE VL               BALSER T 
##                      1                      1                      1 
##              BALSTER N            BALUKJIAN B             BANGERA MG 
##                      1                      1                      1 
##                BANTA L               BANTA LM              BARBER NC 
##                      1                      1                      1 
##              BARBER PH              BARBERA J              BARGER MM 
##                      1                      1                      1 
##              BARKER MK             BARLOW AEL              BARNES DW 
##                      1                      1                      1 
##               BARNES G              BARRAL AM             BARRERA AL 
##                      1                      1                      1 
##              BARRETT P               BARRY KJ             BARSOUM MJ 
##                      1                      1                      1 
##            BARTLETT DF            BARTLETT EL                BASES J 
##                      1                      1                      1 
##               BASEY JM             BATHGATE M            BATHGATE ME 
##                      1                      1                      1 
##              BATIZA AF                 BATZ Z             BAUMLER DJ 
##                      1                      1                      1 
##              BAZINET C               BEACH AL               BEACH DL 
##                      1                      1                      1 
##           BEARDSLEY PM              BEASLEY A              BEASON TS 
##                      1                      1                      1 
##               BEATTY J             BEAUPRE MM                 BECK C 
##                      1                      1                      1 
##                 BECK L              BECKER EA              BECKER WM 
##                      1                      1                      1 
##              BEGOVIC E            BEHRAVESH E               BEIER ME 
##                      1                      1                      1 
##            BEKKERING C            BELANGER KD            BELITSKY JM 
##                      1                      1                      1 
##                 BELL N             BEN-ZEEV A             BENENSON W 
##                      1                      1                      1 
##               BENSON S             BENTLEY AM                 BETZ N 
##                      1                      1                      1 
##               BEYER CH               BEYER KM               BHATT JM 
##                      1                      1                      1 
##               BIDABE M                 BIEL R            BIEREMA AMK 
##                      1                      1                      1 
##               BISHOP P            BLACKBURN B              BLANEY JM 
##                      1                      1                      1 
##        BLANKENBILLER M            BLATTMAN JN                BLUM JE 
##                      1                      1                      1 
##                BOAZ SM          BOBROWNICKI A              BOEHMER H 
##                      1                      1                      1 
##               BOKOR JR                BOND EC              BONNEY KM 
##                      1                      1                      1 
##              BOOMER KB               BOONE WJ             BOUCAUD DW 
##                      1                      1                      1 
##               BOULAY R              BOUWMA AM      BOUWMA-GEARHART J 
##                      1                      1                      1 
##     BOUWMA-GEARHART JL              BOWMAN LA               BOWSER G 
##                      1                      1                      1 
##                 BOYD K                BOYER J            BRADSHAW WS 
##                      1                      1                      1 
##               BRALEY A                BRAM JB     BRANCACCIO-TARAS L 
##                      1                      1                      1 
##            BRANCHAW JL              BRANDT PD            BRAVERMAN J 
##                      1                      1                      1 
##           BRAVERMAN JM             BRAZEAL KR               BRAZIL R 
##                      1                      1                      1 
##               BREMER M             BRENNER KA            BRESCOLL VL 
##                      1                      1                      1 
##                BREWE E            BRIDGES BHT             BRIGATI JR 
##                      1                      1                      1 
##               BRIKEN V             BRITNER SL          BRODFUEHRER P 
##                      1                      1                      1 
##            BROUSSARD C              BROUWER N               BROWN AM 
##                      1                      1                      1 
##                BROWN N            BUCHWITZ BJ              BUONORA P 
##                      1                      1                      1 
##              BURGESS D              BURNETT M            BURROWES PA 
##                      1                      1                      1 
##                BUSH SD              BUSSARD C               BUSTOS M 
##                      1                      1                      1 
##               BUTLER A              BUTLER PJ              BUXNER SR 
##                      1                      1                      1 
##           BYARUGABA DK               BYBEE SM                BYERS V 
##                      1                      1                      1 
##                BYRNE N           CABALLERO MD               CABOT EL 
##                      1                      1                      1 
##                CALA JM             CALIENDO A              CALKINS R 
##                      1                      1                      1 
##              CAMERON C             CAMERON LC            CAMPBELL CE 
##                      1                      1                      1 
##            CAMPBELL PB             CAMPILLO M             CANNING EA 
##                      1                      1                      1 
##                 CAO JN              CAPLAN AJ            CARDENAS JJ 
##                      1                      1                      1 
##             CARDENAS M          CARMICHAEL MC            CARNAHAN RH 
##                      1                      1                      1 
##             CARNEGIE J           CARPENTER SK                CARPI A 
##                      1                      1                      1 
##              CARRERO K              CARROLL P             CARRUTH LL 
##                      1                      1                      1 
##              CARTER BE              CARTER RS              CARTER VC 
##                      1                      1                      1 
##        CARTER-VEALE WY              CARUSO SM                 CARY T 
##                      1                      1                      1 
##                CARY TL               CASAD BJ           CASADEVALL A 
##                      1                      1                      1 
##                CASH CB             CASIANO CA             CASSONE VM 
##                      1                      1                      1 
##             CATHCART L              CATLEY KM              CAUDILL L 
##                      1                      1                      1 
##           CAVAGNETTO A             CHAFFEE BR                 CHAI A 
##                      1                      1                      1 
##              CHAMANY K            CHAMBERS TG       CHANDRASEKARAN C 
##                      1                      1                      1 
##                CHANG S               CHANG YJ             CHAPMAN JM 
##                      1                      1                      1 
##          CHARKOUDIAN L                CHASE M           CHATTERJEE D 
##                      1                      1                      1 
##             CHAUDRON L                CHEN DC                CHEN JC 
##                      1                      1                      1 
##                 CHEN L                CHEN LH                CHEN LL 
##                      1                      1                      1 
##                CHEN MM                CHEN MX               CHENG FC 
##                      1                      1                      1 
##               CHENG MT          CHERUVELIL KS                CHI MTH 
##                      1                      1                      1 
##               CHIEL HJ            CHILDRESS A          CHMIELEWSKI J 
##                      1                      1                      1 
##                  CHO W                CHOE RC                CHOI HJ 
##                      1                      1                      1 
##                CHORY J             CHOVNICK A                 CHOW I 
##                      1                      1                      1 
##            CHOWNING JT          CHRISTENSEN T      CHRISTOFFERSEN RE 
##                      1                      1                      1 
##             CHUNDURI P           CIFUENTES OE                CLARK G 
##                      1                      1                      1 
##               CLARK NC               CLARK SL                CLARK Z 
##                      1                      1                      1 
##              CLARKE HD            CLARKSON BK            CLARKSTON B 
##                      1                      1                      1 
##             CLEEVES JJ             CLEMENCE D            CLEMENTS JD 
##                      1                      1                      1 
##           CLEVELAND LM                CLIFF W            CLIFFORD PS 
##                      1                      1                      1 
##        CLOUD-HANSEN KA             COCHLAN WP              COCKRUM C 
##                      1                      1                      1 
##               COGAN JG                COHEN C               COHEN CA 
##                      1                      1                      1 
##               COHEN KW                 COIL D                 COLE R 
##                      1                      1                      1 
##            COLGROVE CA              COLLINS D              COLLINS T 
##                      1                      1                      1 
##     COLON-BERLINGERI M            COLTHORPE K               COLTON S 
##                      1                      1                      1 
##             COLWELL RR               COMEAU D             CONAWAY EP 
##                      1                      1                      1 
##             CONNELL ND            CONNOLLY MR              CONNOR LT 
##                      1                      1                      1 
##             CONVERSE M                COOK JG               COOKE DB 
##                      1                      1                      1 
##                COOKE J               COOKE JE               COOKE TJ 
##                      1                      1                      1 
##               COOPER C               COOPER S              COOPER SE 
##                      1                      1                      1 
##             CORDERO AM               CORREA K               CORSO PS 
##                      1                      1                      1 
##               CORWIN L             COSTELLO J                COTE LE 
##                      1                      1                      1 
##              COTNER SH                  COX R         COX-PAULSON EA 
##                      1                      1                      1 
##                COYLE H              CREAMER J              CREECH CJ 
##                      1                      1                      1 
##             CRIPPEN KJ                CRONK B               CROOK RJ 
##                      1                      1                      1 
##             CROSBIE RH           CROSSGROVE K             CROSSMAN C 
##                      1                      1                      1 
##                CROW KD                CROWE A             CROWTHER G 
##                      1                      1                      1 
##               CRUSER S                 CUI XR           CUNNINGHAM M 
##                      1                      1                      1 
##              CURRAN KL       CURRAN-EVERETT D           CUTUCACHE CE 
##                      1                      1                      1 
##               CYERT MS              D'ARCY CE             D'AVANZO C 
##                      1                      1                      1 
##             D'COSTA AR            DA SILVA KB              DABNEY KP 
##                      1                      1                      1 
##              DANIELS H             DANIELS HA           DANIELSON KI 
##                      1                      1                      1 
##              DASTOOR F               DAUER JM               DAUER JT 
##                      1                      1                      1 
##            DAVENPORT I            DAVENPORT Z            DAVIDESCO I 
##                      1                      1                      1 
##             DAVIDSON C            DAVIDSON RJ               DAVIES R 
##                      1                      1                      1 
##              DE LEON M           DE NESNERA K           DE PILLIS LG 
##                      1                      1                      1 
##           DEANE-COE KK             DECATUR SM            DECHENNE SE 
##                      1                      1                      1 
##              DECKER MD             DELANEY PF   DELLINGER-JOHNSTON R 
##                      1                      1                      1 
##             DELOUCHE P     DEMETRIKOPOULOS MK             DEMIRHAN E 
##                      1                      1                      1 
##               DENARO K               DENNIN M           DEPELTEAU AM 
##                      1                      1                      1 
##               DESCH IH                DESY EA             DEWSBURY B 
##                      1                      1                      1 
##             DHURJATI P       DIAZ-MARTINEZ LA       DIBARTOLOMEIS SM 
##                      1                      1                      1 
##           DICKINSON SD            DILLINGER T               DILTS JA 
##                      1                      1                      1 
##                 DING L                DIXON A               DJIMDE A 
##                      1                      1                      1 
##              DOMINGO C             DOMINGO CR            DOMINGO MRS 
##                      1                      1                      1 
##                 DONG C               DORER DR                 DOSA K 
##                      1                      1                      1 
##           DOUGHERTY MJ              DOUGHTY L             DOUGLAS KR 
##                      1                      1                      1 
##               DOUIN TA             DOVIDIO JF               DOWDY LM 
##                      1                      1                      1 
##               DOWELL K            DRABINOVA A               DRAKE JM 
##                      1                      1                      1 
##                DREW JC          DRINKWATER MJ            DRISCOLL TA 
##                      1                      1                      1 
##            DUBINSKY JM               DUFFUS D               DUMAIS N 
##                      1                      1                      1 
##             DUMANIS SB               DUMONT J                DUNAR C 
##                      1                      1                      1 
##               DUNCAN K              DUNCAN SI               DUNCAN T 
##                      1                      1                      1 
##              DUNLAP JC                DUNN BM               DURHAM S 
##                      1                      1                      1 
##        DURRENBERGER LT                 DYAR C              DYKSTRA E 
##                      1                      1                      1 
##              DYKSTRA L                EAGAN K               EAGAN KM 
##                      1                      1                      1 
##              EASLON EJ             EASTMAN DA               EATON DC 
##                      1                      1                      1 
##            ECHEGOYEN L              ECKDAHL T            EDDINGER TJ 
##                      1                      1                      1 
##             EDWARDS AM             EDWARDS AS                 EEDS A 
##                      1                      1                      1 
##           EGGLESTON TL             EINARSON J               EISLER H 
##                      1                      1                      1 
##             EL-FAHAM M            EL-SAYED NM                 ELBY A 
##                      1                      1                      1 
##              ELFRING L             ELFRING LK            ELICEIRI KW 
##                      1                      1                      1 
##            ELLINGTON R             ELLIOTT ER             ELLIOTT SL 
##                      1                      1                      1 
##               ELLIS JP              EMERSON J             EMERSON JA 
##                      1                      1                      1 
##           ENGBRECHT JJ                ENGEN K             ENGLAND BJ 
##                      1                      1                      1 
##               ENOCHS L               ENYEDI A             ERDMANN RM 
##                      1                      1                      1 
##             ERICKSON K         EROY-REVELES A            ESCOBEDO AM 
##                      1                      1                      1 
##               ESHKOL E             ESHLEMAN K               ESPINA V 
##                      1                      1                      1 
##               ETSON CM               EVANS IM           FACCIOTTI MT 
##                      1                      1                      1 
##               FAGAN WF               FAGEN AP            FAGERHEIM B 
##                      1                      1                      1 
##              FAIOLA CL              FARMER JK              FARRAR KM 
##                      1                      1                      1 
##       FAUPEL-BADGER JM           FECHHEIMER M             FEDERER MR 
##                      1                      1                      1 
##                 FEIG A              FENSTER A            FERGUSON DG 
##                      1                      1                      1 
##             FERGUSON J            FERNANDES G           FERNANDES JJ 
##                      1                      1                      1 
##            FERNANDEZ J             FERRARE JJ               FERZLI M 
##                      1                      1                      1 
##              FIEDLER D             FIERMAN MB                FILUT A 
##                      1                      1                      1 
##              FINDLEY A          FINKELSTEIN N  FINKENSTAEDT-QUINN SA 
##                      1                      1                      1 
##           FISCHBACH RL              FISHER KM              FISHER KQ 
##                      1                      1                      1 
##              FISTER KR                FITE JL          FITZPATRICK E 
##                      1                      1                      1 
##             FLAIBAN JL            FLANAGAN KM             FLETCHER M 
##                      1                      1                      1 
##              FLORES KA             FLOWERS SK               FLOYD KW 
##                      1                      1                      1 
##                FOLK WR                FONG MC              FORBES CT 
##                      1                      1                      1 
##            FORCELLI PA                FORD JK              FOSTER ER 
##                      1                      1                      1 
##               FOSTER S            FOTINAKES B               FOULIS E 
##                      1                      1                      1 
##             FRANCIS CD         FRANKENFELD CL             FRANKLIN D 
##                      1                      1                      1 
##              FRANTZ KJ            FRAUWIRTH K            FRECHETTE C 
##                      1                      1                      1 
##           FREDERICK AH            FREDERICK P         FREDERICKSEN B 
##                      1                      1                      1 
##               FREED AL             FREEMAN AM              FREISEM K 
##                      1                      1                      1 
##             FRESQUEZ C         FRIEDLANDER AJ             FRIEDMAN D 
##                      1                      1                      1 
##         FRIEDRICHSEN P                FRIES L            FUHRMANN CN 
##                      1                      1                      1 
##               FULOP RM              FURTAK EM                  FUX M 
##                      1                      1                      1 
##                 GAFF H                GAFF HD               GAINES B 
##                      1                      1                      1 
##               GAINES M             GALANTE LL            GALBRAITH A 
##                      1                      1                      1 
##     GALINDO-GONZALEZ S           GALLAGHER DJ            GALLEGOS IJ 
##                      1                      1                      1 
##               GALVEZ G              GAMMIE AE            GANGLOFF EJ 
##                      1                      1                      1 
##               GANTZ JD               GARCIA J             GARDNER SA 
##                      1                      1                      1 
##        GARRETT-MAYER E              GARRILL A             GARRISON H 
##                      1                      1                      1 
##         GARVIN-DOXAS K             GAUTHIER A              GAVASSA S 
##                      1                      1                      1 
##              GAZLEY JL             GEHRING KM              GELLER BD 
##                      1                      1                      1 
##              GEORGE MD             GEPSTEIN S                GERE AR 
##                      1                      1                      1 
##             GERICKE NM              GERSHON R              GERTON JM 
##                      1                      1                      1 
##               GHANEM E                 GHEE M               GIBAU GS 
##                      1                      1                      1 
##            GIBELING JC              GILBERT S             GILBERT SL 
##                      1                      1                      1 
##                 GILL R           GILLESPIE BM                 GIN LE 
##                      1                      1                      1 
##              GLACKIN M             GLASNER JD             GLEASON ML 
##                      1                      1                      1 
##              GODBOLE A                GODDE K               GODIN EA 
##                      1                      1                      1 
##             GODOY PDDM               GODSAY S              GOEBEL CA 
##                      1                      1                      1 
##            GOEDHART MJ                GOFF EE                 GOH HG 
##                      1                      1                      1 
##                GOINS G              GOLDEY ES             GOLDMAN MA 
##                      1                      1                      1 
##           GOLDSTEIN EJ             GONZALEZ B        GONZALEZ-NINO E 
##                      1                      1                      1 
##               GOODE CT             GOODMAN SR             GOODREAU S 
##                      1                      1                      1 
##             GOODSELL D             GOODWIN EC                 GOOS M 
##                      1                      1                      1 
##              GORDON SE              GOSSER YY               GOULD KL 
##                      1                      1                      1 
##            GOURDET MAA               GOVETT A            GRAETHER SP 
##                      1                      1                      1 
##               GRAHAM M               GRANA TM               GRANT EF 
##                      1                      1                      1 
##                 GRAY A                 GRAY R                GREEN D 
##                      1                      1                      1 
##               GREEN LJ                GREEN M           GREENHOOT AF 
##                      1                      1                      1 
##               GREGG CS            GRIFFARD PB             GRIFFIN CE 
##                      1                      1                      1 
##              GRIFFIN K             GRIFFIN KA             GRISCOM HP 
##                      1                      1                      1 
##                GROSZ N                GRUHL M             GUCINSKI M 
##                      1                      1                      1 
##              GUERTIN L               GUILD NA              GUINAN JA 
##                      1                      1                      1 
##           GUTIERREZ AF           GUTIERREZ CG               GUZDAR A 
##                      1                      1                      1 
##              GUZMAN LM       GUZMAN-ALVAREZ A                  HA MS 
##                      1                      1                      1 
##                 HAAK D                 HAAS K              HAASCH MA 
##                      1                      1                      1 
##        HACISALIHOGLU G            HADFIELD MG               HAEGER H 
##                      1                      1                      1 
##             HAGEDORN E               HAGER KM                HAKE LE 
##                      1                      1                      1 
##               HALIM AS               HALME DG            HALUSHKA PV 
##                      1                      1                      1 
##               HAMMER D        HAMMONDS-ODIE L                HANEY B 
##                      1                      1                      1 
##             HANKAMP PZ                HANKE R             HANRAHAN M 
##                      1                      1                      1 
##              HANSEN MJ                HAQUE T        HARACKIEWICZ JM 
##                      1                      1                      1 
##             HARRALL KK          HARRINGTON KT           HARRINGTON T 
##                      1                      1                      1 
##               HARRIS D              HARRIS KR               HARRIS M 
##                      1                      1                      1 
##              HARRIS RB             HARRISON C             HARRISON M 
##                      1                      1                      1 
##             HARRISON P              HARTMAN C             HARTMAN MR 
##                      1                      1                      1 
##               HARVEY C              HARVEY PA         HASKEL-ITTAH M 
##                      1                      1                      1 
##                HASNI A               HASSON T              HATFULL G 
##                      1                      1                      1 
##             HATFULL GF            HAUGLAND MJ              HAUSER PC 
##                      1                      1                      1 
##                  HAY A              HAYDEN KL              HAYNES JK 
##                      1                      1                      1 
##             HAYWARD CN               HEBERT S            HEEMSTRA JM 
##                      1                      1                      1 
##            HEIDEMAN PD            HEIDEMANN M                HEIM AB 
##                      1                      1                      1 
##              HEITMAN E        HEKMAT-SCAFE DS            HENDERSON C 
##                      1                      1                      1 
##           HENDERSON CR              HENDRIX T              HENKEL TP 
##                      1                      1                      1 
##               HENRY MA               HENTER H             HERREID CF 
##                      1                      1                      1 
##      HERRMANN-ABELL CF               HERTZ PE                HESS AL 
##                      1                      1                      1 
##                HESS DJ               HESTER S              HESTER SD 
##                      1                      1                      1 
##              HEWITT KM              HEWLETT J             HEWLETT JA 
##                      1                      1                      1 
##               HEYER LJ              HIBBARD L              HIGGINS M 
##                      1                      1                      1 
##          HIGHLANDER HC             HILBORN RC             HILDRETH M 
##                      1                      1                      1 
##              HILGERT U                 HILL A               HILL CFC 
##                      1                      1                      1 
##              HILTON ML            HIMELBLAU E               HINES LM 
##                      1                      1                      1 
##               HOBBS FC               HOBIN JA                HODGE T 
##                      1                      1                      1 
##              HODGES LC              HOELZER M              HOFFMAN K 
##                      1                      1                      1 
##               HOGAN KA                 HOKE K              HOLLAND L 
##                      1                      1                      1 
##      HOOD-DEGRENIER JK               HOOPS GC             HOPKINS PD 
##                      1                      1                      1 
##                HOQUE J       HORNER-DEVINE MC           HORODYSKYJ L 
##                      1                      1                      1 
##              HORTON JL               HORTON M              HORTON NJ 
##                      1                      1                      1 
##              HORVATH L             HOSKINS TD               HOSLER J 
##                      1                      1                      1 
##                HOST GE               HOUGH CM               HOUSE SC 
##                      1                      1                      1 
##               HOWELL C              HOWELL CE           HRABOWSKI FA 
##                      1                      1                      1 
##             HRYCYNA CA              HUANG SSC             HUBBARD JK 
##                      1                      1                      1 
##            HUCKUNTOD S          HUDDLESTON NF                  HUE G 
##                      1                      1                      1 
##               HUGHES M            HUMPHREY PT                HUNG KF 
##                      1                      1                      1 
##                 HUNG Y              HUNTER AB                HURD DD 
##                      1                      1                      1 
##              HURNEY CA               HURREN H        HURST-KENNEDY J 
##                      1                      1                      1 
##              HURTADO S              IDSARDI R                 IGO MM 
##                      1                      1                      1 
##               IMAM JFC              INDORF JL              INGMIRE P 
##                      1                      1                      1 
##             INGMIRE PD              INGRAM EL                IRBY SM 
##                      1                      1                      1 
##                ISAAC C               ISAAC RS          IVANOVITCH JD 
##                      1                      1                      1 
##                 IVY TM                 JACK T             JACKSON MA 
##                      1                      1                      1 
##             JACKSON MC              JACOBS JR              JACOBS SR 
##                      1                      1                      1 
##               JAMES SM       JANICK-BUCKNER D               JANOS DP 
##                      1                      1                      1 
##              JANTZEN S           JARDELEZA SE             JAWORSKI L 
##                      1                      1                      1 
##               JEANNE R             JEFFERY KA                JENO LM 
##                      1                      1                      1 
##               JENSEN J               JENSEN M          JENSEN-RYAN D 
##                      1                      1                      1 
##                JEONG S                JOHN GH            JOHNSON ARB 
##                      1                      1                      1 
##              JOHNSON B              JOHNSON C             JOHNSON DJ 
##                      1                      1                      1 
##              JOHNSON E             JOHNSON JE             JOHNSON JK 
##                      1                      1                      1 
##             JOHNSON RJ              JOHNSON S               JONES AD 
##                      1                      1                      1 
##               JONES AM              JONES FHM               JOPLIN K 
##                      1                      1                      1 
##              JOPLIN KH               JORDAN R                JORDT H 
##                      1                      1                      1 
##              JOSEPH LN              JOSEPH SW               JUAN EFS 
##                      1                      1                      1 
##                JUNGE B           JUSTEMENT LB               JUTRAS F 
##                      1                      1                      1 
##             KABACOFF C             KAKIETEK J                KALAS P 
##                      1                      1                      1 
##                 KALI Y           KALIANGARA J               KALLIO J 
##                      1                      1                      1 
##              KAMAKEA M                 KANE M    KANTROWITZ-GORDON I 
##                      1                      1                      1 
##               KARSAI I              KATCHER J           KATEWRIGHT L 
##                      1                      1                      1 
##               KATKIN W                KATZ LA              KAWACHI I 
##                      1                      1                      1 
##               KAYES LJ              KEARNS KD             KEELING EL 
##                      1                      1                      1 
##                KEELS M               KELKAR V              KELLER JM 
##                      1                      1                      1 
##               KELLER M              KELLEY DJ               KELLEY L 
##                      1                      1                      1 
##                KELLY L              KELRICK M               KELSEY J 
##                      1                      1                      1 
##              KENNEDY K              KENYON KL              KEPHART K 
##                      1                      1                      1 
##                KERR JQ          KETTERLING GL             KILLION PJ 
##                      1                      1                      1 
##            KILLPACK TL                 KIM HJ               KIMPO RR 
##                      1                      1                      1 
##                 KING K                KINGI H            KIRCHOFF BK 
##                      1                      1                      1 
##          KIRKPATRICK C                KISER S               KISER SL 
##                      1                      1                      1 
##               KITADA H             KJELVIK MK             KLEGERIS A 
##                      1                      1                      1 
##             KLEIBER PB               KLEIN JR             KLEINE KLM 
##                      1                      1                      1 
##          KLEINSCHMIT A               KLINE MA               KLISCH Y 
##                      1                      1                      1 
##          KLOSTERMAN ML                KNAPP D               KNESE SA 
##                      1                      1                      1 
##              KNIGHT SL             KNISELY KI              KNISLEY D 
##                      1                      1                      1 
##                KNOPP J                KNUTH R             KOETHER SD 
##                      1                      1                      1 
##                KOGAN D                KOKAN N           KOLPIKOVA EP 
##                      1                      1                      1 
##                KONG XQ                  KOO K                 KOPP O 
##                      1                      1                      1 
##               KOPPAL M     KOSINSKI-COLLINS M    KOSINSKI-COLLINS MS 
##                      1                      1                      1 
##             KOVARIK DN            KOWALSKI JR               KOZIOL N 
##                      1                      1                      1 
##               KRAMER M               KRATZ RF              KRAUSE SK 
##                      1                      1                      1 
##              KRAUTER K               KRAVEC M                KRIEG A 
##                      1                      1                      1 
##                KRIM JS          KRISTENSEN KD          KRISTENSEN SM 
##                      1                      1                      1 
##           KRITZINGER A   KRONTIRIS-LITOWITZ J             KRUEGER LE 
##                      1                      1                      1 
##                KUBBA S             KUCHYNKA S               KUDISH P 
##                      1                      1                      1 
##             KUEHNER JN               KULECK G                KUMAR D 
##                      1                      1                      1 
##              KUMMER TA                KUNDU A                KUNER S 
##                      1                      1                      1 
##               KURTZ MJ         KUSHALNAGAR RS              KUSHER DI 
##                      1                      1                      1 
##            LACOURSE WR             LAFLAMME D           LAGUARDIA JG 
##                      1                      1                      1 
##                LALIC N                  LAM K                LAMM MH 
##                      1                      1                      1 
##                 LAN MC                LANDA I              LANDIS JB 
##                      1                      1                      1 
##                LANE AK                LANE TB                 LANG S 
##                      1                      1                      1 
##               LANGER S              LARSSON C                LASKI F 
##                      1                      1                      1 
##               LASKI FA                LATIF Y                  LAU I 
##                      1                      1                      1 
##                 LAU JM                LAUER S               LAWSON A 
##                      1                      1                      1 
##              LAYTON RL                   LE D                  LE JP 
##                      1                      1                      1 
##                   LE L                   LE P                  LE PT 
##                      1                      1                      1 
##                LEARY J           LEATHERMAN J              LEBLANC M 
##                      1                      1                      1 
##               LEBUHN G          LEDBETTER MLS              LEDLEY FD 
##                      1                      1                      1 
##                 LEE AH                 LEE AS                  LEE B 
##                      1                      1                      1 
##                 LEE CJ                 LEE HY                 LEE SC 
##                      1                      1                      1 
##                 LEE SW                  LEE V                 LEE YG 
##                      1                      1                      1 
##             LEFFERS JS           LEIBOVICH AK           LEIBOWITZ MJ 
##                      1                      1                      1 
##               LEIGHT H            LEINWAND LA                LEIPS J 
##                      1                      1                      1 
##             LELIEVRE S             LEMMENS JC              LEMONS JD 
##                      1                      1                      1 
##              LENHART S               LENTS NH             LEONARD DA 
##                      1                      1                      1 
##                LEREA L              LETARGO J            LETTRICH MD 
##                      1                      1                      1 
##            LEVESQUE AA               LEVIAS S              LEVINE JA 
##                      1                      1                      1 
##                LEWIS V               LIANG KS                LIANG P 
##                      1                      1                      1 
##                LIAO FY                LIAW YL                 LIEU R 
##                      1                      1                      1 
##                  LIN S                 LIN SH                  LIN Y 
##                      1                      1                      1 
##              LINDSAY J   LINNENBRINK-GARCIA L               LINTON D 
##                      1                      1                      1 
##              LIOTTA LA                LIPAN O              LISTMAN J 
##                      1                      1                      1 
##                LITT AR              LITTLE JL                LIU DWC 
##                      1                      1                      1 
##                LLUKA L                 LOCK J               LOCKE SM 
##                      1                      1                      1 
##               LOIKE JD               LONDON B                 LONG T 
##                      1                      1                      1 
##               LOPEZ MJ               LOPEZ RR                LORE SM 
##                      1                      1                      1 
##             LORETO ELS             LOVELACE M             LOVELESS M 
##                      1                      1                      1 
##           LOVIE-TOON J                  LOW C                  LU FM 
##                      1                      1                      1 
##              LUCKEY SW                LUND PK                LUND TJ 
##                      1                      1                      1 
##               LUND TJS               LUNDY SR                  LUO J 
##                      1                      1                      1 
##                 LUTZ A                LUTZ GP                   LY M 
##                      1                      1                      1 
##                LYNN DG                   MA Z                 MAAS M 
##                      1                      1                      1 
##           MACLACHLAN E              MACNABB C            MADABUSHI A 
##                      1                      1                      1 
##               MADDEN J                MADER C              MADHURI M 
##                      1                      1                      1 
##              MADLUNG A              MADRID NJ              MAELAND S 
##                      1                      1                      1 
##              MAGANA AJ               MAHER MA              MAINES AP 
##                      1                      1                      1 
##              MAJOCHA M          MAKAREVITCH I            MALDONADO B 
##                      1                      1                      1 
##             MALINSKA L              MALONEY M                MALOY J 
##                      1                      1                      1 
##             MANDUCA CA                 MANN C                 MANN M 
##                      1                      1                      1 
##           MANOGARAN AL              MANTHEY S             MARCETTE J 
##                      1                      1                      1 
##               MARCEY D             MARCHUT AE            MARCINIAK L 
##                      1                      1                      1 
##               MARDER M               MARDIS E             MARENGO BJ 
##                      1                      1                      1 
##            MARGHERIO C              MARKEY JC               MARLEY K 
##                      1                      1                      1 
##               MARRIN H            MARTELLA AM              MARTENS M 
##                      1                      1                      1 
##              MARTIN JB              MARTIN JD              MARTIN JM 
##                      1                      1                      1 
##             MARTINA CA            MARTINEZ LR               MARUCA S 
##                      1                      1                      1 
##                MASEL J             MASHOOD KK                MASON R 
##                      1                      1                      1 
##              MASTERS K               MATON KI               MATSUI J 
##                      1                      1                      1 
##             MATTHEIS A              MATYAS ML                MAUNG N 
##                      1                      1                      1 
##       MAYFIELD-MEYER T             MAYNARD MA             MAYORGA LS 
##                      1                      1                      1 
##             MAZROUEE S             MCADAMS KC              MCBRIDE D 
##                      1                      1                      1 
##            MCCARTHY BK            MCCARTHY ML           MCCAULEY LMB 
##                      1                      1                      1 
##              MCCLEAN P              MCCLUNG A              MCCOMBS G 
##                      1                      1                      1 
##            MCCONNELL M              MCCOURT J            MCDANIELS M 
##                      1                      1                      1 
##           MCDERMOTT MP            MCDONALD EA            MCDONALD KK 
##                      1                      1                      1 
##            MCDOWELL GS              MCEWEN LA             MCFERRIN H 
##                      1                      1                      1 
##               MCGEE SA             MCGREADY J            MCINTOSH BB 
##                      1                      1                      1 
##              MCIVER KS              MCLINN CM             MCMANUS JM 
##                      1                      1                      1 
##            MCPARTLAN P             MCPHERON L                 MEAD C 
##                      1                      1                      1 
##             MEADERS CL                 MECK W                 MEI BM 
##                      1                      1                      1 
##              MEILING J            MELANCON ME            MELBOURNE B 
##                      1                      1                      1 
##              MELDRUM H               MELON LC              METCALF H 
##                      1                      1                      1 
##                METZ AM              MICHAEL J              MICHLIN M 
##                      1                      1                      1 
##             MICKLOS DA              MILKOVA L              MILLER ER 
##                      1                      1                      1 
##              MILLER HA              MILLER HB               MILLER J 
##                      1                      1                      1 
##              MILLER JA              MILLER JE              MILLER JM 
##                      1                      1                      1 
##               MILLER K              MILLER KG              MILLER LM 
##                      1                      1                      1 
##             MILLER MCD              MILLER ME               MILLER R 
##                      1                      1                      1 
##              MILLER VL              MILLS KEV                MILLS S 
##                      1                      1                      1 
##                MILNE C              MILTON JG              MINTZES J 
##                      1                      1                      1 
##              MIRANDA R                MISRA A               MISSRA A 
##                      1                      1                      1 
##               MISTRY H            MITCHELL CE            MITCHELL SM 
##                      1                      1                      1 
##           MIZUMORI SJY               MODELL H             MOELLER JF 
##                      1                      1                      1 
##             MOLDWIN MB         MONROE-WHITE T           MONTELONE BA 
##                      1                      1                      1 
##        MONTERO-ROJAS M               MONTI DL         MONTPLAISIR LM 
##                      1                      1                      1 
##                MOORE M               MOORE MR              MORALES V 
##                      1                      1                      1 
##               MORAND J              MORAVEC M               MORERA O 
##                      1                      1                      1 
##               MORRIS C               MORRIS J               MORRIS R 
##                      1                      1                      1 
##            MORRISON AJ             MORRISON S                MORSE D 
##                      1                      1                      1 
##               MORSE GD                MOSES B               MOSLEH T 
##                      1                      1                      1 
##                 MOSS R        MOSS-RACUSIN CA               MOSSER D 
##                      1                      1                      1 
##             MOSTROM AM      MOYANO-CAMIHORT K       MOYERBRAILEAN GA 
##                      1                      1                      1 
##               MUICK PC              MULNIX AB                 MUNN M 
##                      1                      1                      1 
##             MURATA PMN              MURDOCK H               MURRAY C 
##                      1                      1                      1 
##               MURRAY J              MURRAY SA           MUTAMBUKI JM 
##                      1                      1                      1 
##                MYERS C                MYKA JL               MYLOTT E 
##                      1                      1                      1 
##             MYNLIEFF M               NADLER M     NAFFZIGER-HIRSCH M 
##                      1                      1                      1 
##    NAFFZIGER-HIRSCH ME                NAGLE B                 NAGY J 
##                      1                      1                      1 
##                 NAGY L       NAPOLEON-FANIS V                NASH EB 
##                      1                      1                      1 
##               NAYLOR K              NDUNG'U E          NEAL-SPENCE C 
##                      1                      1                      1 
##              NEEDHAM M                 NEHM R              NEIDER XN 
##                      1                      1                      1 
##               NELMS AA               NELSON D              NELSON DE 
##                      1                      1                      1 
##              NELSON DL              NELSON GD               NELSON K 
##                      1                      1                      1 
##              NELSON KC              NELSON KL               NELSON M 
##                      1                      1                      1 
##               NELSON N             NENORTAS A                NERIO R 
##                      1                      1                      1 
##                NETO EC          NEWSTETTER WC                 NGAI C 
##                      1                      1                      1 
##               NGEVE SM               NGUYEN J              NGUYEN TA 
##                      1                      1                      1 
##             NICHOTES J             NICKELL AE             NIELSEN NR 
##                      1                      1                      1 
##                NIEMI J             NIKELSKI E              NKWANTA A 
##                      1                      1                      1 
##                NOEL RJ                NOLD SC              NOVICK LR 
##                      1                      1                      1 
##                NUSSE G               NUSSE GL              NWANKWO E 
##                      1                      1                      1 
##             O'BRIEN TC              O'NEILL A               O'SHEA B 
##                      1                      1                      1 
##          O'SULLIVAN PS                ODEM MA             OGILVIE CA 
##                      1                      1                      1 
##               OKEKE IN             OKIMURA KM              OKPODU CM 
##                      1                      1                      1 
##               OLIFER A               OLSEN BJ               OLSEN LJ 
##                      1                      1                      1 
##                OLSON A                OLSON D             ONORATO ME 
##                      1                      1                      1 
##               ORDING G                  ORR R              ORTEGA RA 
##                      1                      1                      1 
##               OSGOOD M             OSONIYI OR           OSSEVOORT MA 
##                      1                      1                      1 
##           OSTERHAGE JL           OVERVOORDE P               OWENS TG 
##                      1                      1                      1 
##             PACHECO WI            PACIFICI LB              PAETKAU D 
##                      1                      1                      1 
##             PAETKAU DW           PAGLIARULO C                  PAI A 
##                      1                      1                      1 
##              PALMER GC                 PAN SC              PANGLE WM 
##                      1                      1                      1 
##      PAPE-LINDSTROM PA              PARKER JE              PARKER JM 
##                      1                      1                      1 
##              PARKER LC              PARKER VT               PARKS JW 
##                      1                      1                      1 
##               PARRIS J             PASSMORE C            PASSMORE HA 
##                      1                      1                      1 
##                PATEL M           PATTERSON DG              PAULEY MA 
##                      1                      1                      1 
##               PEARL DK              PEARSON W                PECK RF 
##                      1                      1                      1 
##                PECK SL              PECORE JL              PEDWELL R 
##                      1                      1                      1 
##                PEER AG              PEETERS T               PEFFER M 
##                      1                      1                      1 
##              PELESKO J             PELESKO JA             PENNELL MW 
##                      1                      1                      1 
##               PERERA V                PEREZ M                PEREZ T 
##                      1                      1                      1 
##              PERKINS H               PERNA NT                PERRY J 
##                      1                      1                      1 
##             PETERMAN K        PETEROY-KELLY M              PETERS NE 
##                      1                      1                      1 
##            PETERSON CN             PETERSON E            PETERSON JE 
##                      1                      1                      1 
##             PETERSON K            PETERSON KA              PETRIE KA 
##                      1                      1                      1 
##                PEUGH J           PFAMMATTER J                PHAM AP 
##                      1                      1                      1 
##              PHELPS PV              PIERRET C              PIETRI ES 
##                      1                      1                      1 
##                PITRE E            PLEASANTS C                POET JL 
##                      1                      1                      1 
##             POLACEK KM             POMARICO S                POPE BK 
##                      1                      1                      1 
##              PORTER JA              PORTER JT              PORTER SG 
##                      1                      1                      1 
##               POSEY LA            POTGIETER M              POTTER LM 
##                      1                      1                      1 
##              POTTER SC               POTTS MA              POWELL KN 
##                      1                      1                      1 
##      POWELL-COFFMAN JA           POXLEITNER M               PREEST M 
##                      1                      1                      1 
##                PREMO J            PRESZLER RW               PREUSS M 
##                      1                      1                      1 
##              PREUSS ML              PREVOST L            PRIBBENOW C 
##                      1                      1                      1 
##               PRICE KJ            PRINISKI SJ               PROCKO C 
##                      1                      1                      1 
##              PRUITT WM            PRUNUSKE AJ                PRUSS S 
##                      1                      1                      1 
##             PULTORAK J             PURSELL DP            PURZYCKI CB 
##                      1                      1                      1 
##             PUSECKER K              QUEDADO K              QUEENEY K 
##                      1                      1                      1 
##              QUILLIN K              QUIMBY BB             QUINLAN EL 
##                      1                      1                      1 
##             QUINONES C           QUITADAMO IJ              RAAHEIM A 
##                      1                      1                      1 
##          RADUNSKAYA AE               RAHMAN S            RAHMANIAN R 
##                      1                      1                      1 
##        RAIN-GRIFFITH L               RAKER JR                RAKES C 
##                      1                      1                      1 
##             RAMIREZ JC             RAMIREZ RM              RANDALL S 
##                      1                      1                      1 
##              RANDLER C                  RAO P                 RAPS S 
##                      1                      1                      1 
##            RATMANSKY L                 RAUE K                  RAY P 
##                      1                      1                      1 
##              RAYNER DA                READ DM                 READ Q 
##                      1                      1                      1 
##               REALIN J               REBAR BM                 REDD T 
##                      1                      1                      1 
##              REDISH EF              REDISKE R                 REED K 
##                      1                      1                      1 
##                REED LD                REED LK               REGGI AL 
##                      1                      1                      1 
##               REICH MA             REICHLER S                REID AH 
##                      1                      1                      1 
##                 REID J              REINDL KM               REINKE C 
##                      1                      1                      1 
##                REITZ D               REMICH R               RENKEN M 
##                      1                      1                      1 
##              RENTSCH J             RENTSCH JD              REPICE MD 
##                      1                      1                      1 
##              REUTER CM             REZENDE LF                 RICE S 
##                      1                      1                      1 
##                 RICH S              RICHARD M        RICHARDS-BABB M 
##                      1                      1                      1 
##           RICHARDSON K           RICHARDSON L             RICHMAN LS 
##                      1                      1                      1 
##             RICKARD TC          RICONSCENTE M              RIDGWAY J 
##                      1                      1                      1 
##            RIETSCHEL C           RIETSCHEL CH              RIGAKOS B 
##                      1                      1                      1 
##               RIGGS ML             RINTOUL DA               RIVERS D 
##                      1                      1                      1 
##              RIVKIN AM              ROBERTS M           ROBERTSON MM 
##                      1                      1                      1 
##       ROBERTSON-DEAN M               ROBEVA R             ROBINSON A 
##                      1                      1                      1 
##             ROBINSON D            ROBINSON DL            ROBINSON DN 
##                      1                      1                      1 
##            ROBINSON LC            ROBINSON TJ             ROBISON DF 
##                      1                      1                      1 
##                ROCA AI              ROCHA JBT       RODRIGO-PEIRIS T 
##                      1                      1                      1 
##   ROECKLEIN-CANFIELD J  ROECKLIEN-CANFIELD JA             ROEHRIG GH 
##                      1                      1                      1 
##               ROGERS J              ROGERS JG              ROHLFS RV 
##                      1                      1                      1 
##             ROJEWSKI J                ROKSA J               ROMANO S 
##                      1                      1                      1 
##               ROMINE W              ROMINE WL                 ROMM I 
##                      1                      1                      1 
##                ROSE LA                 ROSE S             ROSEMAN JE 
##                      1                      1                      1 
##            ROSENBERG M               ROSSI LF             ROTHMAN BS 
##                      1                      1                      1 
##             ROTHMAN JH               ROUND JE            ROUSSEAU JV 
##                      1                      1                      1 
##                ROWE MP                ROWEN C                  ROY C 
##                      1                      1                      1 
##               RUBLE JE                RUDD JA              RUDENGA K 
##                      1                      1                      1 
##               RUEDI EA                RUIZ ML                RUNCK C 
##                      1                      1                      1 
##            RUNDGREN CJ                RUSH BS             RUSSELL JE 
##                      1                      1                      1 
##            RUTLEDGE JC                RYAN RM           RYBARCZYK BJ 
##                      1                      1                      1 
##          RYBCZYNSKI SM               RYBSKA E               SABEL JL 
##                      1                      1                      1 
##              SADLER PM                 SAGY O               SALEHI S 
##                      1                      1                      1 
##                SALES J              SALTER IY               SALTO LM 
##                      1                      1                      1 
##                 SALY D             SAMPSON PD               SAMUEL C 
##                      1                      1                      1 
##              SANCHEZ J              SANDERS D               SANDOZ J 
##                      1                      1                      1 
##                SANDY M            SANKARAN SM             SARVARY MA 
##                      1                      1                      1 
##             SAUNDERS C                SAVOY J               SAVOY JN 
##                      1                      1                      1 
##            SCHELPAT TJ               SCHIFF L              SCHIFF LA 
##                      1                      1                      1 
##          SCHLEINIGER G            SCHLUETER M              SCHMID RF 
##                      1                      1                      1 
##              SCHMITT L             SCHNOES AM           SCHROEDER NL 
##                      1                      1                      1 
##         SCHUH-NUHFER N          SCHULTHEIS EH          SCHULTHEIS LM 
##                      1                      1                      1 
##             SCHULTZ PW             SCHULTZ ZD            SCHUSSLER E 
##                      1                      1                      1 
##              SCHUTTE K         SCHWANEWEDEL J            SCHWARTZ RS 
##                      1                      1                      1 
##       SCHWARTZ-BLOOM R             SCHWARZ CV             SCHWARZ JA 
##                      1                      1                      1 
##             SCHWEBER A               SCURIC Z              SEARLE JB 
##                      1                      1                      1 
##             SEAWELL PC             SEBESTA AJ        SEGURA-TOTTEN M 
##                      1                      1                      1 
##             SEHGAL RNM                SEIER E              SEIFERT K 
##                      1                      1                      1 
##               SEILER J    SEIPELT-THIEMANN RL              SELLAMI N 
##                      1                      1                      1 
##             SELLERS PJ               SEMKEN S             SENGUPTA L 
##                      1                      1                      1 
##          SENSIBAUGH CA              SEPEL LMN               SEVIAN H 
##                      1                      1                      1 
##              SEVIER LM               SHAKED S            SHANNON LJY 
##                      1                      1                      1 
##               SHARIF K              SHARIF KA                SHARP D 
##                      1                      1                      1 
##                SHAW KM                 SHAW N              SHEETS ED 
##                      1                      1                      1 
##               SHELBY C             SHEPPARD K            SHERWOOD RE 
##                      1                      1                      1 
##                  SHI J              SHIELDS C              SHIELDS P 
##                      1                      1                      1 
##            SHINNEMAN C             SHIVELY CL            SHOCKLEY FW 
##                      1                      1                      1 
##               SHOOK NJ                SHOOP E               SHORES R 
##                      1                      1                      1 
##              SHORTER S              SHOUSE AW              SHULTZ GV 
##                      1                      1                      1 
##              SHUMAN JK          SHUSTERMAN GP         SIEBENALLER JF 
##                      1                      1                      1 
##                SIEKE S               SIEKE SA           SILVERMAN PM 
##                      1                      1                      1 
##             SIMMONS ME             SIMMONS RE             SIMMONS SL 
##                      1                      1                      1 
##               SIMON MR               SIMON SM             SIMONIN KA 
##                      1                      1                      1 
##               SINCHE M               SINGER M               SINGLA V 
##                      1                      1                      1 
##            SIRITUNGA D                SIRUM K              SIWICKI K 
##                      1                      1                      1 
##             SIWICKI KK             SKVIRSKY R            SLEMMONS KE 
##                      1                      1                      1 
##              SLONIM DK               SMITH AC               SMITH AR 
##                      1                      1                      1 
##                SMITH C               SMITH CF               SMITH CM 
##                      1                      1                      1 
##                SMITH D                SMITH E               SMITH JA 
##                      1                      1                      1 
##               SMITH JJ               SMITH KG               SMITH KM 
##                      1                      1                      1 
##               SMITH NC               SMITH TL         SMITH-FLORES H 
##                      1                      1                      1 
##           SMOLINSKI TG              SMOLKA AJ              SMULYAN L 
##                      1                      1                      1 
##            SNODGRASS M               SNYDER A              SNYDER AJ 
##                      1                      1                      1 
##              SNYDER CW              SNYDER JJ              SNYDER KE 
##                      1                      1                      1 
##  SOBIESZCZUK-NOWICKA E                  SOH M             SOLOMON CM 
##                      1                      1                      1 
##                SOLOW L                SONG WX                SORGO A 
##                      1                      1                      1 
##             SOUTHARD K            SOUTHARD KM                SPANA E 
##                      1                      1                      1 
##               SPEAR JM               SPELL RM             SPERLING H 
##                      1                      1                      1 
##          SPIEGELMAN GB               SPIRO MD               SPIVEY N 
##                      1                      1                      1 
##             SPRINGER J           SQUIRRELL JM            SRIPATHI KN 
##                      1                      1                      1 
##          SRIVASTAVA DS           SRIVASTAVA V             ST CLAIR C 
##                      1                      1                      1 
##           ST MAURICE M                 STAL D                STAMP N 
##                      1                      1                      1 
##            STANFORD JS             STANHOPE L               STARK MR 
##                      1                      1                      1 
##                STARK S               STAUB NL              STEARNS T 
##                      1                      1                      1 
##              STEELE MM           STEFANSKI KM               STEIN DC 
##                      1                      1                      1 
##            STEINWAND B            STEPHENS MD                STERN J 
##                      1                      1                      1 
##              STEWART J              STEWART R            STILLMAN JH 
##                      1                      1                      1 
##               STITH JH            STOCKDATE P              STOVER NA 
##                      1                      1                      1 
##             STOWERS JA             STRAUSS EA             STROBEL SA 
##                      1                      1                      1 
##              STYERS ML                   SU T                  SU TT 
##                      1                      1                      1 
##             SUDDUTH EB            SULLIVAN CH             SUMMERS MF 
##                      1                      1                      1 
##                SUN JCY                 SUN SY                  SUN W 
##                      1                      1                      1 
##              SVOBODA J               SWARTZ J              SWARTZ JE 
##                      1                      1                      1 
##             SWEENEY JK              SZAUTER P                  TAL T 
##                      1                      1                      1 
##          TALEYARKHAN M           TAN-WILSON A              TANGREA M 
##                      1                      1                      1 
##               TAPER ML            TAQIEDDIN R                 TAWA A 
##                      1                      1                      1 
##              TAYLOR JL            TEEGARDEN D               TEMPE LC 
##                      1                      1                      1 
##               TEMPLE L             TENNESON M             TENNIAL RE 
##                      1                      1                      1 
##           TEODORESCU D               TERNER Z               TERRY DR 
##                      1                      1                      1 
##                TERRY L             THACKER SM               THAISS C 
##                      1                      1                      1 
##             THAKORE BK             THEOBALD E            THEOBALD EJ 
##                      1                      1                      1 
##             THEOBALD R              THOMAN DB            THOMPSON AN 
##                      1                      1                      1 
##             THOMPSON C            THOMPSON JJ             THOMPSON K 
##                      1                      1                      1 
##            THOMPSON NL            THOMPSON RC             THOMPSON S 
##                      1                      1                      1 
##              THOMSON N               THOR EED            THRELFALL J 
##                      1                      1                      1 
##           THUMMAPHAN P             TIBBETTS Y             TIENSON HL 
##                      1                      1                      1 
##             TIMBROOK J                 TODD A          TOFEL-GREHL C 
##                      1                      1                      1 
##               TOLEDO A              TOLMAN ER                TOMA SP 
##                      1                      1                      1 
##                TONG LL                 TOPP S                 TORO G 
##                      1                      1                      1 
##                TOTH ES                TOWNS M                 TRA YV 
##                      1                      1                      1 
##                 TRAN A           TRAUTMANN NM              TREACY DJ 
##                      1                      1                      1 
##               TRIEF PM            TRIPLETT EW                TRIPP B 
##                      1                      1                      1 
##               TROBST S             TROUTON KE              TRUONG JM 
##                      1                      1                      1 
##                 TSAI M         TSAKRAKLIDES S              TSAUSHU M 
##                      1                      1                      1 
##                TULL RG               TULLIS A                TUMA TT 
##                      1                      1                      1 
##               TURPEN C             TUTHILL MC                TYLER M 
##                      1                      1                      1 
##              UECKERT C               UFNAR JA              ULLRICH L 
##                      1                      1                      1 
##           UMBANHOWAR C                UMOJA A          UNDERSANDER M 
##                      1                      1                      1 
##                 UNO GE                USHER D               USHER DC 
##                      1                      1                      1 
##               USHER EL             UTZERATH E               UZMAN JA 
##                      1                      1                      1 
##           VALANTINE HA              VALLEN EA         VALLI-MARILL J 
##                      1                      1                      1 
##        VAN DER TOORN J            VAN HORNE K           VAN LACUM EB 
##                      1                      1                      1 
##      VAN METER-ADAMS A            VAN NESS GR           VAN STOLK AP 
##                      1                      1                      1 
##           VAN VLIET EA          VAN WYLEN DGL           VAN ZANDT PA 
##                      1                      1                      1 
##               VANAGS C          VANDER WAAL K             VANDIVER R 
##                      1                      1                      1 
##         VARMA-NELSON P               VARTY AK              VEAZEY BD 
##                      1                      1                      1 
##             VELASCO JB                VELEZ A               VICENS Q 
##                      1                      1                      1 
##            VILLAREJO M               VINCES M               VINSON E 
##                      1                      1                      1 
##                VOGEL J                 VOGT G           VON ARNIM AG 
##                      1                      1                      1 
##          VREDENBURG VT          VULPERHORST J              WACHIRA J 
##                      1                      1                      1 
##           WACHSMUTH LP               WACKER A                WADE JM 
##                      1                      1                      1 
##              WAGNER DJ            WAHLBERG SJ            WAKIMOTO BT 
##                      1                      1                      1 
##        WALCK-SHANNON E       WALCK-SHANNON EM             WALCOTT RL 
##                      1                      1                      1 
##              WALKER DE              WALKER JD                 WALL C 
##                      1                      1                      1 
##               WALSH JP              WALSTON T                WALT DR 
##                      1                      1                      1 
##              WALTER EM              WALTERS T                 WANG S 
##                      1                      1                      1 
##                WARD JR              WARFA ARM              WARNER DM 
##                      1                      1                      1 
##          WASHINGTON PM          WATHINGTON HD             WATKINS JC 
##                      1                      1                      1 
##             WATKINS JM              WATSON FL               WATTS SW 
##                      1                      1                      1 
##              WAYMENT T              WEAVER GC              WEAVER KF 
##                      1                      1                      1 
##              WEAVER PF               WEBBER A               WEBBER K 
##                      1                      1                      1 
##               WEBER CF               WEFER SH           WEINSTEIN SL 
##                      1                      1                      1 
##                 WEIR L                WEISS M           WEISSTEIN AE 
##                      1                      1                      1 
##               WELCH NT              WELKER JD           WENDEROTH AP 
##                      1                      1                      1 
##        WENER-FLIGNER L         WEREMIJEWICZ J             WERNECKE U 
##                      1                      1                      1 
##     WERNER-WASHBURNE M             WESSLER SR              WESTERN T 
##                      1                      1                      1 
##               WESTON M               WHITE AR                WHITE C 
##                      1                      1                      1 
##                WHITE G               WHITE HB               WHITE JG 
##                      1                      1                      1 
##          WHITTINGTON D            WHITWORTH K              WIATROS N 
##                      1                      1                      1 
##              WIBERG HK            WIDENHORN R              WIEBLER J 
##                      1                      1                      1 
##              WIEMAN CE               WILES JR                WILES S 
##                      1                      1                      1 
##               WILEY EA             WILLIAMS A            WILLIAMS AE 
##                      1                      1                      1 
##            WILLIAMS BA            WILLIAMS CT            WILLIAMS KR 
##                      1                      1                      1 
##            WILLIAMS LG            WILLIAMS PH            WILLIAMS SN 
##                      1                      1                      1 
##             WILLSIE JK              WILSON BA              WILSON RE 
##                      1                      1                      1 
##            WILTBANK LB               WILTON M                WINCE T 
##                      1                      1                      1 
##               WINKEL A             WINNIPS JC                WITHY K 
##                      1                      1                      1 
##             WOLBACH KC              WOLKOW TD                 WONG M 
##                      1                      1                      1 
##             WOODARD CT              WOODHAM S          WORMINGTON SV 
##                      1                      1                      1 
##               WORTIS H               WRIGHT A                  WU XB 
##                      1                      1                      1 
##       WUST-ACKERMANN P               WYATT KH                 WYER M 
##                      1                      1                      1 
##                 WYSE S               XAVIER J                XIANG L 
##                      1                      1                      1 
##                  XU XY            YAMPOLSKY L                YANG XM 
##                      1                      1                      1 
##          YARBOROUGH MA               YARDEN A                 YEN JW 
##                      1                      1                      1 
##                 YOHO R                 YOU HS               YOUNG GR 
##                      1                      1                      1 
##                 YUAN J                 YUAN R             ZAMUDIO KR 
##                      1                      1                      1 
##               ZAVALA M                ZHANG B                ZHANG H 
##                      1                      1                      1 
##                ZHAO FF                 ZHAO J                ZHAO JQ 
##                      1                      1                      1 
##                ZHENG Y                  ZHI Q              ZIADIE MA 
##                      1                      1                      1 
##             ZIEFFLER A              ZIEGLER B              ZIEGLER L 
##                      1                      1                      1 
##          ZILBERSTEIN D             ZIMBARDI K                ZINK AG 
##                      1                      1                      1 
##            ZUKSWERT JM 
##                      1 
## 
## $AuthorsFrac
##                      Author   Frequency
## 2037              TANNER KD 13.06145913
## 1071              KNIGHT JK  5.91944444
## 228             BROWNELL SE  5.91847826
## 24                  ALLEN D  4.30952381
## 201                BRAME CJ  4.16666667
## 1936               SMITH MK  3.86388889
## 1121               LABOV JB  3.78333333
## 496                DOLAN EL  3.60383180
## 44               ANDREWS TC  3.13571429
## 2211           WENDEROTH MP  2.90833333
## 805              HANAUER DI  2.64166667
## 1836           SCHUSSLER EE  2.59285714
## 2269                WOOD WB  2.58333333
## 216              BRICKMAN P  2.58333333
## 744              GORMALLY C  2.51666667
## 553                 EDDY SL  2.38452381
## 657               FREEMAN S  2.30833333
## 1066          KLYMKOWSKY MW  2.25000000
## 2272               WOODIN T  2.25000000
## 1989               STARK LA  2.16666667
## 409                COUCH BA  2.13730159
## 40              ANDERSON TR  2.08333333
## 404               CORWIN LA  2.06411318
## 756               GRAHAM MJ  2.05833333
## 2279                  WU JL  2.00000000
## 2036               TANNER K  1.97619048
## 546             EBERT-MAY D  1.95238095
## 1278           MARBACH-AD G  1.92619048
## 1175              LEMONS PP  1.90555556
## 1410              MOMSEN JL  1.86904762
## 396               COOPER KM  1.78333333
## 203              BRANCHAW J  1.75000000
## 1015          KALINOWSKI ST  1.75000000
## 1179             LEONARD MJ  1.75000000
## 918            HOSKINSON AM  1.72619048
## 1986        STANGER-HALL KF  1.66666667
## 167                 BIROL G  1.60000000
## 1486              NEWMAN DL  1.58333333
## 2285                WYSE SA  1.58333333
## 373                COLEY JD  1.56709957
## 916              HOSKINS SG  1.53333333
## 1514           OFFERDAHL EG  1.50952381
## 1575              PELAEZ NJ  1.50000000
## 1720             RISSING SW  1.50000000
## 1896              SHUSTER M  1.50000000
## 1901            SILVEIRA LA  1.50000000
## 1635               PRICE RM  1.49801587
## 2123         URBAN-LURAIN M  1.48015873
## 466               DEHAAN RL  1.45833333
## 1981               STAINS M  1.45396825
## 1701            REYNOLDS JA  1.44444444
## 397               COOPER MM  1.41666667
## 110               BARNES ME  1.33333333
## 2251              WILSON KJ  1.33333333
## 1631             PREVOST LB  1.32777778
## 1470                NEHM RH  1.29444444
## 777             GRUNSPAN DZ  1.29166667
## 1967               SPETH EB  1.28571429
## 73              AUERBACH AJ  1.25000000
## 139                 BECK CW  1.25000000
## 2262              WITHERS M  1.25000000
## 1582               PEREZ KE  1.23968254
## 1226              LOPATTO D  1.21232846
## 1389               MILLER S  1.20952381
## 45               ANDREWS TM  1.19444444
## 495              DOHERTY JH  1.16666667
## 2277              WRIGHT LK  1.16666667
## 1142             LAURSEN SL  1.15000000
## 901                 HOLE TN  1.14285714
## 552                  EDDY S  1.11666667
## 2070            THOMPSON RJ  1.11111111
## 1852              SEIDEL SB  1.10450449
## 377              COLLINS TW  1.08333333
## 689              GARDNER SM  1.08333333
## 750               GOUVEA JS  1.08333333
## 771             GRINESKI SE  1.08333333
## 1415          MONTPLAISIR L  1.08333333
## 1955            SONERAL PAG  1.08333333
## 1988             STANTON JD  1.08333333
## 2009               STONE EM  1.07142857
## 1682              REEVES TD  1.03571429
## 1306          MASKIEWICZ AC  1.03333333
## 1911              SINGER SR  1.03333333
## 1728                ROBIC S  1.02560339
## 23                ALLCHIN D  1.00000000
## 48                  ANGRA A  1.00000000
## 127               BAUERLE C  1.00000000
## 149             BELANGER KD  1.00000000
## 176               BLUMER LS  1.00000000
## 185                BOONE WJ  1.00000000
## 192                BOWMAN K  1.00000000
## 259              CAMERON LC  1.00000000
## 273              CARNEGIE J  1.00000000
## 407                COTNER S  1.00000000
## 425              CROWTHER G  1.00000000
## 434              D'AVANZO C  1.00000000
## 487        DIBARTOLOMEIS SM  1.00000000
## 506              DOUGLAS KR  1.00000000
## 610              FERRARE JJ  1.00000000
## 691               GARRILL A  1.00000000
## 692              GARRISON H  1.00000000
## 707                GIBAU GS  1.00000000
## 782            GUTIERREZ AF  1.00000000
## 895               HODGES LC  1.00000000
## 904       HOOD-DEGRENIER JK  1.00000000
## 937                 HURD DD  1.00000000
## 1039             KENDALL KD  1.00000000
## 1105   KRONTIRIS-LITOWITZ J  1.00000000
## 1132                LANE TB  1.00000000
## 1155          LEDBETTER MLS  1.00000000
## 1163                 LEE SW  1.00000000
## 1185            LEVESQUE AA  1.00000000
## 1196             LIBARKIN J  1.00000000
## 1215                LIU DWC  1.00000000
## 1222                  LOM B  1.00000000
## 1283               MARDER M  1.00000000
## 1369              METCALF H  1.00000000
## 1370                METZ AM  1.00000000
## 1442              MULNIX AB  1.00000000
## 1459                NAGLE B  1.00000000
## 1627            PRESZLER RW  1.00000000
## 1643             PURSELL DP  1.00000000
## 1902           SILVERMAN PM  1.00000000
## 1941           SMOLINSKI TG  1.00000000
## 1957                SORGO A  1.00000000
## 2056             THEOBALD E  1.00000000
## 2145               VARTY AK  1.00000000
## 2183              WARFA ARM  1.00000000
## 2189             WATKINS JC  1.00000000
## 2201               WEBER CF  1.00000000
## 1508              O'DOWD DK  0.99358974
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## 2030              SZAUTER P  0.01190476
## 
## $FirstAuthors
##   [1] "ANDREWS TC"             "BETZ N"                 "CHOE RC"               
##   [4] "COOPER KM"              "CORWIN LA"              "GUZMAN LM"             
##   [7] "HISH AJ"                "JEONG S"                "KOLPIKOVA EP"          
##  [10] "KRIM JS"                "LE PT"                  "LIMERI LB"             
##  [13] "LINDSAY J"              "MEADERS CL"             "NELMS AA"              
##  [16] "PAN SC"                 "REINHOLZ DL"            "SCOTT EE"              
##  [19] "WILTON M"               "ZAGALLO P"              "CARY TL"               
##  [22] "HARRISON CD"            "HEIM AB"                "MALOY J"               
##  [25] "MILLS KEV"              "REINHOLZ DL"            "ZHAO FF"               
##  [28] "DAVIDESCO I"            "ESTRADA M"              "ESTRADA M"             
##  [31] "HARRIS RB"              "HARSH JA"               "HEWITT KM"             
##  [34] "INDORF JL"              "KUCHYNKA S"             "ROWLAND AA"            
##  [37] "SHAFFER JF"             "SRIPATHI KN"            "WALCK-SHANNON E"       
##  [40] "WILTBANK LB"            "AVENA JS"               "BATHGATE ME"           
##  [43] "CHAI A"                 "CHATTERJEE D"           "CHRISPEELS HE"         
##  [46] "COOKE JE"               "DANIELS HA"             "DEWSBURY B"            
##  [49] "DIAZ-MARTINEZ LA"       "DOWD JE"                "ENGLAND BJ"            
##  [52] "FERRARE JJ"             "KJELVIK MK"             "LIMERI LB"             
##  [55] "NAGY GA"                "NERIO R"                "OSTERHAGE JL"          
##  [58] "PROCKO C"               "SIEKE SA"               "STANTON JD"            
##  [61] "TRIPP B"                "WALCK-SHANNON EM"       "BLUMER LS"             
##  [64] "COUCH BA"               "ERDMANN RM"             "GAUTHIER A"            
##  [67] "GAVASSA S"              "HENRY MA"               "KIRKPATRICK C"         
##  [70] "KNEKTA E"               "LEE SW"                 "LO SM"                 
##  [73] "SHORTLIDGE EE"          "TENNIAL RE"             "WILSON MA"             
##  [76] "ZUKSWERT JM"            "ANGRA A"                "DONOVAN DA"            
##  [79] "FISHER KQ"              "GIN LE"                 "HANAUER DI"            
##  [82] "HESTER SD"              "KERR JQ"                "NELSON KL"             
##  [85] "NGAI C"                 "OFFERDAHL EG"           "RODRIGO-PEIRIS T"      
##  [88] "SIMON SM"               "THOMPSON JJ"            "TODD A"                
##  [91] "WYSE SA"                "SPENCER KC"             "STYERS ML"             
##  [94] "ARAGON OR"              "BARRAL AM"              "BOUWMA-GEARHART JL"    
##  [97] "BRAUN DC"               "CHAKRAVERTY D"          "CHANG YJ"              
## [100] "GARDNER SA"             "GOODWIN EC"             "GRUNSPAN DZ"           
## [103] "HASKEL-ITTAH M"         "HERNANDEZ PR"           "JACKSON MA"            
## [106] "KRITZINGER A"           "LEE CJ"                 "SCOTT EE"              
## [109] "THEOBALD E"             "THOMPSON C"             "WAHLBERG SJ"           
## [112] "WHITWORTH K"            "BAILEY EG"              "COOPER KM"             
## [115] "CORWIN LA"              "DEES J"                 "GOUVEA JS"             
## [118] "HALIM AS"               "HILL CFC"               "HODGES LC"             
## [121] "HOLE TN"                "IRBY SM"                "KNIGHT JK"             
## [124] "KOHN KP"                "KRAMER M"               "MARTINEZ LR"           
## [127] "PAPE-LINDSTROM P"       "PELAEZ N"               "PELLETREAU KN"         
## [130] "PETERMAN K"             "PREMO J"                "PRICE RM"              
## [133] "SOLOMON ED"             "SUMMERS MM"             "WIENHOLD CJ"           
## [136] "WILSON MA"              "CONNOLLY MR"            "REEVES TD"             
## [139] "WERNECKE U"             "ZIADIE MA"              "ARNESON JB"            
## [142] "AUERBACH AJ"            "CAVANAGH AJ"            "CORWIN LA"             
## [145] "DOWD JE"                "ESTRADA M"              "JEFFERY KA"            
## [148] "KOHN KP"                "OWENS MT"               "REEVES TD"             
## [151] "RICHARDSON K"           "SCHNOES AM"             "WALCOTT RL"            
## [154] "WILSON KJ"              "WILSON KJ"              "WRIGHT LK"             
## [157] "ASHLEY M"               "AUERBACH AJ"            "BARNES ME"             
## [160] "BECKER EA"              "BIEREMA AMK"            "DURHAM MF"             
## [163] "EISEN A"                "JENO LM"                "PERERA V"              
## [166] "SELLAMI N"              "SENSIBAUGH CA"          "STANHOPE L"            
## [169] "VON ARNIM AG"           "WILLIAMS SN"            "BALLEN CJ"             
## [172] "DENNIN M"               "ANGRA A"                "FLANAGAN KM"           
## [175] "HOSKINS TD"             "JORDT H"                "LEWIS V"               
## [178] "LIEU R"                 "MCCOURT JS"             "MORALES DX"            
## [181] "PETRIE KA"              "POTTER LM"              "RICHARD M"             
## [184] "SABEL JL"               "WACHSMUTH LP"           "WRIGHT LK"             
## [187] "ANDREWS SE"             "COTNER S"               "AUERBACH AJ"           
## [190] "BALLEN CJ"              "CARPENTER SK"           "CASH CB"               
## [193] "CLEVELAND LM"           "DYE KM"                 "EATON CD"              
## [196] "HEIDEMAN PD"            "HOSKINSON AM"           "HUBBARD JK"            
## [199] "KAATZ A"                "LUCKIE DB"              "OKEKE IN"              
## [202] "SEBESTA AJ"             "WIGGINS BL"             "YANG XM"               
## [205] "AIKENS ML"              "CARY T"                 "FIEDLER D"             
## [208] "FINDLEY-VAN NOSTRAND D" "MARTINKOVA P"           "MCFARLAND JL"          
## [211] "MUNN M"                 "SCHINSKE JN"            "TAI RH"                
## [214] "BAILEY EG"              "BARNES ME"              "BISSONNETTE SA"        
## [217] "BRAUN DC"               "COOPER KM"              "COOPER KM"             
## [220] "DEANE-COE KK"           "DRINKWATER MJ"          "FRANTZ KJ"             
## [223] "GOFF EE"                "GORMALLY C"             "HAYWARD CN"            
## [226] "KATZ LA"                "MATYAS ML"              "OFFERDAHL EG"          
## [229] "SONERAL PAG"            "STAINS M"               "XU XY"                 
## [232] "FELDON DF"              "AIKENS ML"              "BATZLI JM"             
## [235] "BECK CW"                "BRANCACCIO-TARAS L"     "BRAZEAL KR"            
## [238] "BRICKMAN P"             "CAVANAGH AJ"            "EATON CD"              
## [241] "FLOWERS SK"             "HARVEY C"               "HERRMANN-ABELL CF"     
## [244] "KNIGHT JK"              "KOWALSKI JR"            "LIE R"                 
## [247] "MALINSKA L"             "MARBACH-AD G"           "MARBACH-AD G"          
## [250] "MATZ RL"                "MULNIX AB"              "NOVICK LR"             
## [253] "OLIMPO JT"              "PEFFER M"               "PREVOST LB"            
## [256] "PREVOST LB"             "ROWLAND S"              "VARTY AK"              
## [259] "WALTER EM"              "WARFA ARM"              "WEAVER KF"             
## [262] "WILSON KJ"              "WITHERS M"              "BOONE WJ"              
## [265] "BRAME CJ"               "HANAUER DI"             "JEFFERY E"             
## [268] "KALINOWSKI ST"          "KLYMKOWSKY MW"          "SCAGER K"              
## [271] "STOLTZFUS JR"           "ASAI DJ"                "BYARS-WINSTON A"       
## [274] "CARMICHAEL MC"          "CARTER-VEALE WY"        "CASAD BJ"              
## [277] "CLARK SL"               "COOPER KM"              "DIBARTOLO PM"          
## [280] "DREW JC"                "GHEE M"                 "GREGG-JOLLY L"         
## [283] "HAEGER H"               "HALL JD"                "JACKSON MC"            
## [286] "JAMES SM"               "KUDISH P"               "LANE TB"               
## [289] "LAYTON RL"              "MARGHERIO C"            "MATON KI"              
## [292] "METCALF H"              "MORALES DX"             "MOSS-RACUSIN CA"       
## [295] "PARKER JE"              "REMICH R"               "RYBARCZYK BJ"          
## [298] "THOMPSON RC"            "TIBBETTS Y"             "DANIELS H"             
## [301] "ESTRADA M"              "KILLPACK TL"            "PRUNUSKE A"            
## [304] "SCHINSKE JN"            "VALANTINE HA"           "REEVES TD"             
## [307] "ADAMS AEM"              "AINSCOUGH L"            "ANDREWS TC"            
## [310] "BARNES ME"              "BASS KM"                "DASGUPTA AP"           
## [313] "ELLIOTT ER"             "HOFFMAN K"              "STAUB NL"              
## [316] "STEFANSKI KM"           "TRUJILLO CM"            "WEBER CF"              
## [319] "ZAGALLO P"              "AIKENS ML"              "NEWMAN DL"             
## [322] "RODENBUSCH SE"          "ROMINE WL"              "WRIGHT CD"             
## [325] "CONNELL GL"             "KENYON KL"              "LEWIN JD"              
## [328] "RANDLER C"              "SOUTHARD K"             "DEANE T"               
## [331] "FEDERER MR"             "REEVES TD"              "REINAGEL A"            
## [334] "CAMERON C"              "CORWIN LA"              "GIBBS KD"              
## [337] "GODIN EA"               "KNIGHT JK"              "MASEL J"               
## [340] "DOWD JE"                "EDDY SL"                "GROSS D"               
## [343] "HANAUER DI"             "SEIDEL SB"              "ABDULLAH C"            
## [346] "CARNEGIE J"             "DANIELSON KI"           "DECHENNE SE"           
## [349] "GIBAU GS"               "ROWE MP"                "SCHINSKE J"            
## [352] "SCHUSSLER EE"           "TAN-WILSON A"           "VAN VLIET EA"          
## [355] "MAKAREVITCH I"          "WESTON TJ"              "BATZ Z"                
## [358] "BRAME CJ"               "BROWNELL SE"            "EBERT-MAY D"           
## [361] "EDDY SL"                "HANAUER DI"             "LUND TJ"               
## [364] "ORTEGA RA"              "PACHECO WI"             "PFUND C"               
## [367] "SATO BK"                "STANTON JD"             "TOVEN-LINDSEY B"       
## [370] "TRUJILLO CM"            "WESTON M"               "ADAMS AEM"             
## [373] "CORWIN LA"              "COUCH BA"               "COUCH BA"              
## [376] "FAUPEL-BADGER JM"       "QUILLIN K"              "RUSSELL JE"            
## [379] "SMOLKA AJ"              "SNYDER JJ"              "ANDREWS TC"            
## [382] "COLEY JD"               "JENSEN JL"              "VICKREY T"             
## [385] "DRITS-ESSER D"          "SMITH MK"               "BENABENTOS R"          
## [388] "CHRISPEELS HE"          "BOKOR JR"               "DEES J"                
## [391] "SATO BK"                "HARVEY PA"              "LOPATTO D"             
## [394] "WOLKOW TD"              "MAGANA AJ"              "VAN METER-ADAMS A"     
## [397] "ANDERSON JL"            "WARD JR"                "DAUER JM"              
## [400] "KIRCHOFF BK"            "BALAS B"                "LINTON DL"             
## [403] "BASEY JM"               "SU T"                   "DEANE T"               
## [406] "BATZLI JM"              "BECK C"                 "EDDY SL"               
## [409] "EDDY SL"                "LOERTSCHER J"           "SPETH EB"              
## [412] "WIEMAN C"               "GORMALLY C"             "BROWNELL SE"           
## [415] "WYSE SA"                "STEVENS LM"             "LINTON DL"             
## [418] "VAN LACUM EB"           "DASGUPTA AP"            "CAMPBELL AM"           
## [421] "EEDS A"                 "MYNLIEFF M"             "ZIEGLER B"             
## [424] "HANSEN MJ"              "WRIGHT LK"              "GRUNSPAN DZ"           
## [427] "LEONARD MJ"             "ABRAHAM JK"             "HOBIN JA"              
## [430] "GUTIERREZ AF"           "HOLT EA"                "STONE EM"              
## [433] "SPELL RM"               "WILEY EA"               "ADEDOKUN OA"           
## [436] "AUCHINCLOSS LC"         "THEOBALD R"             "HESTER S"              
## [439] "PRICE RM"               "SHAFFER CD"             "HANAUER DI"            
## [442] "CLEMENTS JD"            "LOVELACE M"             "SMITH MK"              
## [445] "SMITH JI"               "KNIGHT JK"              "KALAS P"               
## [448] "PEREZ KE"               "HOBBS FC"               "MILKOVA L"             
## [451] "LOIKE JD"               "GIBBS KD"               "CAMERON LC"            
## [454] "ALLCHIN D"              "D'AVANZO C"             "GREGG CS"              
## [457] "CAMPBELL AG"            "KABACOFF C"             "RISSING SW"            
## [460] "WU JL"                  "HOST GE"                "KALINOWSKI ST"         
## [463] "HIATT A"                "ORR R"                  "LUCKIE DB"             
## [466] "CAMPBELL CE"            "SMITH JJ"               "SADLER PM"             
## [469] "MAHER JM"               "MASKIEWICZ AC"          "GARRISON H"            
## [472] "PRUNUSKE AJ"            "DUMANIS SB"             "KOVARIK DN"            
## [475] "WOODIN T"               "HOSKINSON AM"           "THOMPSON KV"           
## [478] "HILBORN RC"             "REDISH EF"              "GOUVEA JS"             
## [481] "MANTHEY S"              "DONOVAN DA"             "O'SHEA B"              
## [484] "MOMSEN J"               "CHRISTENSEN W"          "BRECKLER JL"           
## [487] "WATKINS J"              "BATIZA AF"              "COOPER MM"             
## [490] "SMITH MK"               "THOMPSON NL"            "LAUER S"               
## [493] "ROUND JE"               "LEMONS PP"              "GOTTESMAN AJ"          
## [496] "KLEGERIS A"             "GRIFFARD PB"            "KENDALL KD"            
## [499] "BARSOUM MJ"             "GOLDEY ES"              "GORMALLY C"            
## [502] "HANAUER DI"             "LEIGHT H"               "TSAUSHU M"             
## [505] "ROEHRIG GH"             "NEWMAN DL"              "KRAMER IM"             
## [508] "CREECH LR"              "BANTA L"                "STARK LA"              
## [511] "UFNAR JA"               "ANDREWS TM"             "THIRY H"               
## [514] "BUCHWITZ BJ"            "HAUDEK KC"              "STANGER-HALL KF"       
## [517] "ISAAC C"                "MILLER HB"              "COLEY JD"              
## [520] "KALINOWSKI ST"          "COX-PAULSON EA"         "GRAY R"                
## [523] "KENDALL KD"             "ABRAHAM JK"             "REYNOLDS JA"           
## [526] "CROWTHER G"             "MAYORGA LS"             "LIBARKIN J"            
## [529] "PARKER JM"              "MASKIEWICZ AC"          "JENSEN M"              
## [532] "BAUMLER DJ"             "KLISCH Y"               "JENKINSON J"           
## [535] "WILLIAMS AE"            "BYARS-WINSTON A"        "HOSKINS SG"            
## [538] "HA MS"                  "ANDREWS TM"             "LEVESQUE AA"           
## [541] "FISHER KM"              "GARRILL A"              "FUHRMANN CN"           
## [544] "KARSAI I"               "COLON-BERLINGERI M"     "SEMSAR K"              
## [547] "SIRITUNGA D"            "HOSLER J"               "DOUGHERTY MJ"          
## [550] "HARRISON M"             "WALSH JP"               "UECKERT C"             
## [553] "STANGER-HALL KF"        "PACIFICI LB"            "REYNOLDS JA"           
## [556] "SHUSTER M"              "GRISHAM W"              "FECHHEIMER M"          
## [559] "FREEMAN S"              "SMITH MK"               "TREACY DJ"             
## [562] "BUSH SD"                "MADLUNG A"              "RYBCZYNSKI SM"         
## [565] "WIEGANT F"              "DIBARTOLOMEIS SM"       "SMITH MK"              
## [568] "JENSEN JL"              "KLYMKOWSKY MW"          "MARBACH-AD G"          
## [571] "GLEASON ML"             "HUE G"                  "MOMSEN JL"             
## [574] "RICHMOND G"             "SHI J"                  "DERTING TL"            
## [577] "MORAVEC M"              "FREEMAN S"              "STANGER-HALL KF"       
## [580] "TAYLOR JL"              "LENTS NH"               "COIL D"                
## [583] "PORTER JA"              "DOLAN EL"               "MARSTELLER P"          
## [586] "MALONEY M"              "MCCARTHY ML"            "USHER DC"              
## [589] "ROBIC S"                "SORGO A"                "JUNGCK JR"             
## [592] "CAUDILL L"              "TRA YV"                 "ROBEVA R"              
## [595] "GOINS G"                "CHIEL HJ"               "SVOBODA J"             
## [598] "THOMPSON KV"            "MILLER JE"              "MATTHEWS KE"           
## [601] "WATKINS JC"             "DUNCAN SI"              "MILTON JG"             
## [604] "SPETH EB"               "HOSKINSON AM"           "DEPELTEAU AM"          
## [607] "ELLINGTON R"            "SMOLINSKI TG"           "KNISLEY J"             
## [610] "DUFFUS D"               "ROMM I"                 "KALINOWSKI ST"         
## [613] "GRISHAM W"              "BALSTER N"              "JUNGE B"               
## [616] "PEREZ KE"               "TIBELL LAE"             "KNIGHT JK"             
## [619] "MILLER MCD"             "SHAFFER CD"             "CARUSO SM"             
## [622] "WU JL"                  "ARONSON BD"             "KRONTIRIS-LITOWITZ J"  
## [625] "MILLER JA"              "LAU JM"                 "SEPEL LMN"             
## [628] "DEHAAN RL"              "PRESZLER RW"            "SHUSTER M"             
## [631] "ARMBRUSTER P"           "BELANGER KD"            "DAHMANI HR"            
## [634] "GOEBEL CA"              "NELSON J"               "O'DOWD DK"             
## [637] "SILVERMAN PM"           "KEELING EL"             "MA Z"                  
## [640] "SEIFERT K"              "PURSELL DP"             "HARRIS MA"             
## [643] "WRIGHT R"               "RISSING SW"             "DUMAIS N"              
## [646] "MCEWEN LA"              "PIERRET C"              "WALKER JD"             
## [649] "CROWE A"                "KNIGHT JD"              "VILLAREJO M"           
## [652] "BRAME CJ"               "SMITH MK"               "RUBLE JE"              
## [655] "CLOUD-HANSEN KA"        "HACISALIHOGLU G"        "METZ AM"               
## [658] "QUITADAMO IJ"           "SIMMONS ME"             "BENTLEY AM"            
## [661] "PERRY J"                "KELLEY DJ"              "HURD DD"               
## [664] "YUAN R"                 "GARVIN-DOXAS K"         "MONTELONE BA"          
## [667] "MORSE D"                "ANDERSON WL"            "WATSON FL"             
## [670] "MADHURI M"              "BUTLER PJ"              "GEHRING KM"            
## [673] "LU FM"                  "DOUGLAS KR"             "SPIRO MD"              
## [676] "ROBERTSON AL"           "PHILLIPS AR"            "HOOD-DEGRENIER JK"     
## [679] "WALKER DE"              "SILVEIRA LA"            "CROSSGROVE K"          
## [682] "WEFER SH"               "HARRISON C"             "OWENS MT"              
## [685] "ELGIN SCR"              "MILLER S"               "BARBER NC"             
## [688] "CAMPBELL AG"            "BANGERA G"              "SCHINSKE J"            
## [691] "VASALY HL"              "TRUJILLO G"             "SEIDEL SB"             
## [694] "ALLEN D"                "TANNER KD"              "FESER J"               
## [697] "SINGER SR"              "LIU DWC"                "VAN WYLEN DGL"         
## [700] "NAGLE B"                "MARDER M"               "VASALY HL"             
## [703] "BOWMAN K"               "WOODIN T"               "ALLEN D"               
## [706] "BROWNELL SE"            "ALLEN D"                "LEDBETTER MLS"         
## [709] "LABOV JB"               "TANNER KD"              "WOOD WB"               
## [712] "WEI CA"                 "TANNER KD"              "TANNER KD"             
## [715] "WEI CA"                 "BOWMAN K"               "DE PILLIS L"           
## [718] "JUNGCK JR"              "TANNER KD"              "WOODIN T"              
## [721] "SMITH JI"               "LABOV JB"               "TANNER KD"             
## [724] "WOODIN T"               "LABOV JB"               "TANNER KD"             
## [727] "ALLEN D"                "LABOV JB"               "CHAMANY K"             
## [730] "CHOW I"                 "EGGLESTON TL"           "WOOD WB"               
## [733] "LABOV JB"              
## 
## $nAUperPaper
##   [1]  3  7 11  4  5  4  7  3  3 14  4 11 17  9  2  7  4  3  6 12  3 77  2  4  3
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## [176]  8 10  4 10  3  4  4  3  3  4  3  3  3  2 12  7  4  3  2  2  4  4  3  7  7
## [201]  5  2  8  7  8  2  3  2  6  8  5 23  8  5  3 10  3  3  4  3  3  8  7  1  3
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## [676]  2  5  1  3  1  2  2  2  2 12  2  2  6  2  2  5  2  2  1  1  3  3  1  5  1
## [701]  1  4  2  3  1  2  1  1  1  1  2  3  1  1  2  2  2  4  1  3  2  3  1  3  5
## [726]  1  2  2  3  2  3  1  2
## 
## $Appearances
## [1] 3271
## 
## $nAuthors
## [1] 2320
## 
## $AuMultiAuthoredArt
## [1] 2263
## 
## $AuSingleAuthoredArt
## [1] 57
## 
## $MostCitedPapers
##                                      Paper           TC   TCperYear
## 649                CROWE A, 2008, CBE-LIFE SCI EDUC 224 17.23076923
## 631           ARMBRUSTER P, 2009, CBE-LIFE SCI EDUC 185 15.41666667
## 383              JENSEN JL, 2015, CBE-LIFE SCI EDUC 184 30.66666667
## 436         AUCHINCLOSS LC, 2014, CBE-LIFE SCI EDUC 178 25.42857143
## 706            BROWNELL SE, 2012, CBE-LIFE SCI EDUC 149 16.55555556
## 653               SMITH MK, 2008, CBE-LIFE SCI EDUC 148 11.38461538
## 539             ANDREWS TM, 2011, CBE-LIFE SCI EDUC 144 14.40000000
## 577              MORAVEC M, 2010, CBE-LIFE SCI EDUC 122 11.09090909
## 408                EDDY SL, 2014, CBE-LIFE SCI EDUC 119 17.00000000
## 710              TANNER KD, 2012, CBE-LIFE SCI EDUC 116 12.88888889
## 469               MAHER JM, 2013, CBE-LIFE SCI EDUC 109 13.62500000
## 559              FREEMAN S, 2011, CBE-LIFE SCI EDUC 103 10.30000000
## 567             SMITH MK, 2011, CBE-LIFE SCI EDUC-a 103 10.30000000
## 573              MOMSEN JL, 2010, CBE-LIFE SCI EDUC 102  9.27272727
## 444               SMITH MK, 2013, CBE-LIFE SCI EDUC 100 12.50000000
## 543            FUHRMANN CN, 2011, CBE-LIFE SCI EDUC  97  9.70000000
## 689              BANGERA G, 2014, CBE-LIFE SCI EDUC  94 13.42857143
## 665         GARVIN-DOXAS K, 2008, CBE-LIFE SCI EDUC  93  7.15384615
## 681           CROSSGROVE K, 2008, CBE-LIFE SCI EDUC  93  7.15384615
## 582                 COIL D, 2010, CBE-LIFE SCI EDUC  84  7.63636364
## 620             SHAFFER CD, 2010, CBE-LIFE SCI EDUC  82  7.45454545
## 550             HARRISON M, 2011, CBE-LIFE SCI EDUC  80  8.00000000
## 628              DEHAAN RL, 2009, CBE-LIFE SCI EDUC  78  6.50000000
## 722               LABOV JB, 2010, CBE-LIFE SCI EDUC  78  7.09090909
## 342                GROSS D, 2015, CBE-LIFE SCI EDUC  75 12.50000000
## 651            VILLAREJO M, 2008, CBE-LIFE SCI EDUC  72  5.53846154
## 575                  SHI J, 2010, CBE-LIFE SCI EDUC  71  6.45454545
## 516        STANGER-HALL KF, 2012, CBE-LIFE SCI EDUC  68  7.55555556
## 452               GIBBS KD, 2013, CBE-LIFE SCI EDUC  67  8.37500000
## 537             HOSKINS SG, 2011, CBE-LIFE SCI EDUC  67  6.70000000
## 501             GORMALLY C, 2012, CBE-LIFE SCI EDUC  65  7.22222222
## 648              WALKER JD, 2008, CBE-LIFE SCI EDUC  63  4.84615385
## 692             TRUJILLO G, 2014, CBE-LIFE SCI EDUC  60  8.57142857
## 409              EDDY SL, 2014, CBE-LIFE SCI EDUC-a  59  8.42857143
## 629            PRESZLER RW, 2009, CBE-LIFE SCI EDUC  58  4.83333333
## 715                 WEI CA, 2011, CBE-LIFE SCI EDUC  58  5.80000000
## 322          RODENBUSCH SE, 2016, CBE-LIFE SCI EDUC  57 11.40000000
## 426            GRUNSPAN DZ, 2014, CBE-LIFE SCI EDUC  57  8.14285714
## 335              CORWIN LA, 2015, CBE-LIFE SCI EDUC  56  9.33333333
## 373            CORWIN LA, 2015, CBE-LIFE SCI EDUC-a  56  9.33333333
## 443             LOVELACE M, 2013, CBE-LIFE SCI EDUC  53  6.62500000
## 513                THIRY H, 2012, CBE-LIFE SCI EDUC  53  5.88888889
## 525            REYNOLDS JA, 2012, CBE-LIFE SCI EDUC  53  5.88888889
## 720               WOODIN T, 2010, CBE-LIFE SCI EDUC  53  4.81818182
## 693              SEIDEL SB, 2013, CBE-LIFE SCI EDUC  52  6.50000000
## 440             SHAFFER CD, 2014, CBE-LIFE SCI EDUC  51  7.28571429
## 546               SEMSAR K, 2011, CBE-LIFE SCI EDUC  49  4.90000000
## 617             TIBELL LAE, 2010, CBE-LIFE SCI EDUC  49  4.45454545
## 695              TANNER KD, 2013, CBE-LIFE SCI EDUC  49  6.12500000
## 437             THEOBALD R, 2014, CBE-LIFE SCI EDUC  48  6.85714286
## 359            BROWNELL SE, 2015, CBE-LIFE SCI EDUC  47  7.83333333
## 433               SPELL RM, 2014, CBE-LIFE SCI EDUC  47  6.71428571
## 384              VICKREY T, 2015, CBE-LIFE SCI EDUC  46  7.66666667
## 361              EDDY SL, 2015, CBE-LIFE SCI EDUC-a  45  7.50000000
## 412               WIEMAN C, 2014, CBE-LIFE SCI EDUC  45  6.42857143
## 441             HANAUER DI, 2014, CBE-LIFE SCI EDUC  44  6.28571429
## 502             HANAUER DI, 2012, CBE-LIFE SCI EDUC  44  4.88888889
## 519               COLEY JD, 2012, CBE-LIFE SCI EDUC  44  4.88888889
## 576             DERTING TL, 2010, CBE-LIFE SCI EDUC  44  4.00000000
## 584               DOLAN EL, 2010, CBE-LIFE SCI EDUC  44  4.00000000
## 568              JENSEN JL, 2011, CBE-LIFE SCI EDUC  42  4.20000000
## 615                JUNGE B, 2010, CBE-LIFE SCI EDUC  42  3.81818182
## 354           VAN VLIET EA, 2015, CBE-LIFE SCI EDUC  41  6.83333333
## 548               HOSLER J, 2011, CBE-LIFE SCI EDUC  41  4.10000000
## 377              QUILLIN K, 2015, CBE-LIFE SCI EDUC  40  6.66666667
## 604               SPETH EB, 2010, CBE-LIFE SCI EDUC  40  3.63636364
## 644             RISSING SW, 2009, CBE-LIFE SCI EDUC  39  3.25000000
## 729              CHAMANY K, 2008, CBE-LIFE SCI EDUC  39  3.00000000
## 495           GOTTESMAN AJ, 2013, CBE-LIFE SCI EDUC  38  4.75000000
## 414            BROWNELL SE, 2014, CBE-LIFE SCI EDUC  37  5.28571429
## 658           QUITADAMO IJ, 2008, CBE-LIFE SCI EDUC  37  2.84615385
## 363                LUND TJ, 2015, CBE-LIFE SCI EDUC  36  6.00000000
## 489              COOPER MM, 2013, CBE-LIFE SCI EDUC  36  4.50000000
## 721               SMITH JI, 2010, CBE-LIFE SCI EDUC  36  3.27272727
## 386               SMITH MK, 2014, CBE-LIFE SCI EDUC  35  5.00000000
## 536        BYARS-WINSTON A, 2011, CBE-LIFE SCI EDUC  34  3.40000000
## 301              ESTRADA M, 2016, CBE-LIFE SCI EDUC  33  6.60000000
## 529              PARKER JM, 2012, CBE-LIFE SCI EDUC  33  3.66666667
## 642              HARRIS MA, 2009, CBE-LIFE SCI EDUC  33  2.75000000
## 726            TANNER KD, 2009, CBE-LIFE SCI EDUC-a  33  2.75000000
## 558           FECHHEIMER M, 2011, CBE-LIFE SCI EDUC  32  3.20000000
## 614              BALSTER N, 2010, CBE-LIFE SCI EDUC  32  2.90909091
## 725               LABOV JB, 2009, CBE-LIFE SCI EDUC  32  2.66666667
## 336               GIBBS KD, 2015, CBE-LIFE SCI EDUC  31  5.16666667
## 360            EBERT-MAY D, 2015, CBE-LIFE SCI EDUC  31  5.16666667
## 407                 BECK C, 2014, CBE-LIFE SCI EDUC  31  4.42857143
## 410           LOERTSCHER J, 2014, CBE-LIFE SCI EDUC  31  4.42857143
## 446              KNIGHT JK, 2013, CBE-LIFE SCI EDUC  31  3.87500000
## 549           DOUGHERTY MJ, 2011, CBE-LIFE SCI EDUC  31  3.10000000
## 381             ANDREWS TC, 2015, CBE-LIFE SCI EDUC  30  5.00000000
## 470          MASKIEWICZ AC, 2013, CBE-LIFE SCI EDUC  30  3.75000000
## 264               BOONE WJ, 2016, CBE-LIFE SCI EDUC  29  5.80000000
## 341                EDDY SL, 2015, CBE-LIFE SCI EDUC  29  4.83333333
## 374               COUCH BA, 2015, CBE-LIFE SCI EDUC  29  4.83333333
## 382               COLEY JD, 2015, CBE-LIFE SCI EDUC  29  4.83333333
## 484               MOMSEN J, 2013, CBE-LIFE SCI EDUC  29  3.62500000
## 616               PEREZ KE, 2010, CBE-LIFE SCI EDUC  29  2.63636364
## 395              MAGANA AJ, 2014, CBE-LIFE SCI EDUC  28  4.00000000
## 493               ROUND JE, 2013, CBE-LIFE SCI EDUC  28  3.50000000
## 512             ANDREWS TM, 2012, CBE-LIFE SCI EDUC  28  3.11111111
## 265               BRAME CJ, 2016, CBE-LIFE SCI EDUC  27  5.40000000
## 479              REDISH EF, 2013, CBE-LIFE SCI EDUC  27  3.37500000
## 480              GOUVEA JS, 2013, CBE-LIFE SCI EDUC  27  3.37500000
## 570           MARBACH-AD G, 2010, CBE-LIFE SCI EDUC  27  2.45454545
## 325             CONNELL GL, 2016, CBE-LIFE SCI EDUC  26  5.20000000
## 356              WESTON TJ, 2015, CBE-LIFE SCI EDUC  26  4.33333333
## 413             GORMALLY C, 2014, CBE-LIFE SCI EDUC  26  3.71428571
## 425              WRIGHT LK, 2014, CBE-LIFE SCI EDUC  26  3.71428571
## 515              HAUDEK KC, 2012, CBE-LIFE SCI EDUC  26  2.88888889
## 621              CARUSO SM, 2009, CBE-LIFE SCI EDUC  26  2.16666667
## 690             SCHINSKE J, 2014, CBE-LIFE SCI EDUC  26  3.71428571
## 419            DASGUPTA AP, 2014, CBE-LIFE SCI EDUC  25  3.57142857
## 427             LEONARD MJ, 2014, CBE-LIFE SCI EDUC  25  3.57142857
## 445               SMITH JI, 2013, CBE-LIFE SCI EDUC  25  3.12500000
## 517                ISAAC C, 2012, CBE-LIFE SCI EDUC  25  2.77777778
## 600            MATTHEWS KE, 2010, CBE-LIFE SCI EDUC  25  2.27272727
## 667                MORSE D, 2008, CBE-LIFE SCI EDUC  25  1.92307692
## 369        TOVEN-LINDSEY B, 2015, CBE-LIFE SCI EDUC  24  4.00000000
## 393              LOPATTO D, 2014, CBE-LIFE SCI EDUC  24  3.42857143
## 402              LINTON DL, 2014, CBE-LIFE SCI EDUC  24  3.42857143
## 438               HESTER S, 2014, CBE-LIFE SCI EDUC  24  3.42857143
## 477            THOMPSON KV, 2013, CBE-LIFE SCI EDUC  24  3.00000000
## 492                LAUER S, 2013, CBE-LIFE SCI EDUC  24  3.00000000
## 533               KLISCH Y, 2012, CBE-LIFE SCI EDUC  24  2.66666667
## 538                  HA MS, 2011, CBE-LIFE SCI EDUC  24  2.40000000
## 657                METZ AM, 2008, CBE-LIFE SCI EDUC  24  1.84615385
## 447                KALAS P, 2013, CBE-LIFE SCI EDUC  23  2.87500000
## 672             GEHRING KM, 2008, CBE-LIFE SCI EDUC  23  1.76923077
## 696                FESER J, 2013, CBE-LIFE SCI EDUC  23  2.87500000
## 405                DEANE T, 2014, CBE-LIFE SCI EDUC  22  3.14285714
## 466            CAMPBELL CE, 2013, CBE-LIFE SCI EDUC  22  2.75000000
## 494              LEMONS PP, 2013, CBE-LIFE SCI EDUC  22  2.75000000
## 612          KALINOWSKI ST, 2010, CBE-LIFE SCI EDUC  22  2.00000000
## 618              KNIGHT JK, 2010, CBE-LIFE SCI EDUC  22  2.00000000
## 652               BRAME CJ, 2008, CBE-LIFE SCI EDUC  22  1.69230769
## 454              ALLCHIN D, 2013, CBE-LIFE SCI EDUC  21  2.62500000
## 503               LEIGHT H, 2012, CBE-LIFE SCI EDUC  21  2.33333333
## 523             KENDALL KD, 2012, CBE-LIFE SCI EDUC  21  2.33333333
## 534            JENKINSON J, 2012, CBE-LIFE SCI EDUC  21  2.33333333
## 540            LEVESQUE AA, 2011, CBE-LIFE SCI EDUC  21  2.10000000
## 677            PHILLIPS AR, 2008, CBE-LIFE SCI EDUC  21  1.61538462
## 230               STAINS M, 2017, CBE-LIFE SCI EDUC  20  5.00000000
## 397            ANDERSON JL, 2014, CBE-LIFE SCI EDUC  20  2.85714286
## 439               PRICE RM, 2014, CBE-LIFE SCI EDUC  20  2.85714286
## 455             D'AVANZO C, 2013, CBE-LIFE SCI EDUC  20  2.50000000
## 496             KLEGERIS A, 2013, CBE-LIFE SCI EDUC  20  2.50000000
## 500              GOLDEY ES, 2012, CBE-LIFE SCI EDUC  20  2.22222222
## 266             HANAUER DI, 2016, CBE-LIFE SCI EDUC  19  3.80000000
## 285             JACKSON MC, 2016, CBE-LIFE SCI EDUC  19  3.80000000
## 338              KNIGHT JK, 2015, CBE-LIFE SCI EDUC  19  3.16666667
## 358               BRAME CJ, 2015, CBE-LIFE SCI EDUC  19  3.16666667
## 368             STANTON JD, 2015, CBE-LIFE SCI EDUC  19  3.16666667
## 524             ABRAHAM JK, 2012, CBE-LIFE SCI EDUC  19  2.11111111
## 526             CROWTHER G, 2012, CBE-LIFE SCI EDUC  19  2.11111111
## 555            REYNOLDS JA, 2011, CBE-LIFE SCI EDUC  19  1.90000000
## 583              PORTER JA, 2010, CBE-LIFE SCI EDUC  19  1.72727273
## 596               CHIEL HJ, 2010, CBE-LIFE SCI EDUC  19  1.72727273
## 598            THOMPSON KV, 2010, CBE-LIFE SCI EDUC  19  1.72727273
## 619             MILLER MCD, 2010, CBE-LIFE SCI EDUC  19  1.72727273
## 724               WOODIN T, 2009, CBE-LIFE SCI EDUC  19  1.58333333
## 239            CAVANAGH AJ, 2016, CBE-LIFE SCI EDUC  18  3.60000000
## 355          MAKAREVITCH I, 2015, CBE-LIFE SCI EDUC  18  3.00000000
## 391                SATO BK, 2014, CBE-LIFE SCI EDUC  18  2.57142857
## 411               SPETH EB, 2014, CBE-LIFE SCI EDUC  18  2.57142857
## 472            PRUNUSKE AJ, 2013, CBE-LIFE SCI EDUC  18  2.25000000
## 528             LIBARKIN J, 2012, CBE-LIFE SCI EDUC  18  2.00000000
## 541              FISHER KM, 2011, CBE-LIFE SCI EDUC  18  1.80000000
## 562                BUSH SD, 2011, CBE-LIFE SCI EDUC  18  1.80000000
## 294        MOSS-RACUSIN CA, 2016, CBE-LIFE SCI EDUC  17  3.40000000
## 320            AIKENS ML, 2016, CBE-LIFE SCI EDUC-a  17  3.40000000
## 321              NEWMAN DL, 2016, CBE-LIFE SCI EDUC  17  3.40000000
## 332            REEVES TD, 2016, CBE-LIFE SCI EDUC-a  17  3.40000000
## 344              SEIDEL SB, 2015, CBE-LIFE SCI EDUC  17  2.83333333
## 352           SCHUSSLER EE, 2015, CBE-LIFE SCI EDUC  17  2.83333333
## 401                BALAS B, 2014, CBE-LIFE SCI EDUC  17  2.42857143
## 417            LINTON DL, 2014, CBE-LIFE SCI EDUC-a  17  2.42857143
## 560               SMITH MK, 2011, CBE-LIFE SCI EDUC  17  1.70000000
## 682               WEFER SH, 2008, CBE-LIFE SCI EDUC  17  1.30769231
## 198             HUBBARD JK, 2017, CBE-LIFE SCI EDUC  16  4.00000000
## 283               HAEGER H, 2016, CBE-LIFE SCI EDUC  16  3.20000000
## 324              WRIGHT CD, 2016, CBE-LIFE SCI EDUC  16  3.20000000
## 416             STEVENS LM, 2014, CBE-LIFE SCI EDUC  16  2.28571429
## 423              ZIEGLER B, 2014, CBE-LIFE SCI EDUC  16  2.28571429
## 451               LOIKE JD, 2013, CBE-LIFE SCI EDUC  16  2.00000000
## 461                HOST GE, 2013, CBE-LIFE SCI EDUC  16  2.00000000
## 561              TREACY DJ, 2011, CBE-LIFE SCI EDUC  16  1.60000000
## 578              FREEMAN S, 2010, CBE-LIFE SCI EDUC  16  1.45454545
## 589                ROBIC S, 2010, CBE-LIFE SCI EDUC  16  1.45454545
## 171              BALLEN CJ, 2017, CBE-LIFE SCI EDUC  15  3.75000000
## 366                PFUND C, 2015, CBE-LIFE SCI EDUC  15  2.50000000
## 398                WARD JR, 2014, CBE-LIFE SCI EDUC  15  2.14285714
## 464                  ORR R, 2013, CBE-LIFE SCI EDUC  15  1.87500000
## 490             SMITH MK, 2013, CBE-LIFE SCI EDUC-a  15  1.87500000
## 545     COLON-BERLINGERI M, 2011, CBE-LIFE SCI EDUC  15  1.50000000
## 636              O'DOWD DK, 2009, CBE-LIFE SCI EDUC  15  1.25000000
## 676           ROBERTSON AL, 2008, CBE-LIFE SCI EDUC  15  1.15384615
## 253              OLIMPO JT, 2016, CBE-LIFE SCI EDUC  14  2.80000000
## 305           VALANTINE HA, 2016, CBE-LIFE SCI EDUC  14  2.80000000
## 308            AINSCOUGH L, 2016, CBE-LIFE SCI EDUC  14  2.80000000
## 378             RUSSELL JE, 2015, CBE-LIFE SCI EDUC  14  2.33333333
## 435            ADEDOKUN OA, 2014, CBE-LIFE SCI EDUC  14  2.00000000
## 508              CREECH LR, 2012, CBE-LIFE SCI EDUC  14  1.55555556
## 579        STANGER-HALL KF, 2010, CBE-LIFE SCI EDUC  14  1.27272727
## 586              MALONEY M, 2010, CBE-LIFE SCI EDUC  14  1.27272727
## 661                PERRY J, 2008, CBE-LIFE SCI EDUC  14  1.07692308
## 697              SINGER SR, 2013, CBE-LIFE SCI EDUC  14  1.75000000
## 709               LABOV JB, 2012, CBE-LIFE SCI EDUC  14  1.55555556
## 176                JORDT H, 2017, CBE-LIFE SCI EDUC  13  3.25000000
## 245            KOWALSKI JR, 2016, CBE-LIFE SCI EDUC  13  2.60000000
## 259              WALTER EM, 2016, CBE-LIFE SCI EDUC  13  2.60000000
## 278              COOPER KM, 2016, CBE-LIFE SCI EDUC  13  2.60000000
## 304            SCHINSKE JN, 2016, CBE-LIFE SCI EDUC  13  2.60000000
## 329             SOUTHARD K, 2016, CBE-LIFE SCI EDUC  13  2.60000000
## 333             REINAGEL A, 2016, CBE-LIFE SCI EDUC  13  2.60000000
## 375             COUCH BA, 2015, CBE-LIFE SCI EDUC-a  13  2.16666667
## 390                 DEES J, 2014, CBE-LIFE SCI EDUC  13  1.85714286
## 392              HARVEY PA, 2014, CBE-LIFE SCI EDUC  13  1.85714286
## 396      VAN METER-ADAMS A, 2014, CBE-LIFE SCI EDUC  13  1.85714286
## 422             MYNLIEFF M, 2014, CBE-LIFE SCI EDUC  13  1.85714286
## 471             GARRISON H, 2013, CBE-LIFE SCI EDUC  13  1.62500000
## 487              WATKINS J, 2013, CBE-LIFE SCI EDUC  13  1.62500000
## 504              TSAUSHU M, 2012, CBE-LIFE SCI EDUC  13  1.44444444
## 507              KRAMER IM, 2012, CBE-LIFE SCI EDUC  13  1.44444444
## 535            WILLIAMS AE, 2011, CBE-LIFE SCI EDUC  13  1.30000000
## 580              TAYLOR JL, 2010, CBE-LIFE SCI EDUC  13  1.18181818
## 590                SORGO A, 2010, CBE-LIFE SCI EDUC  13  1.18181818
## 611                 ROMM I, 2010, CBE-LIFE SCI EDUC  13  1.18181818
## 623             ARONSON BD, 2009, CBE-LIFE SCI EDUC  13  1.08333333
## 675               SPIRO MD, 2008, CBE-LIFE SCI EDUC  13  1.00000000
## 719              TANNER KD, 2010, CBE-LIFE SCI EDUC  13  1.18181818
## 286               JAMES SM, 2016, CBE-LIFE SCI EDUC  12  2.40000000
## 300              DANIELS H, 2016, CBE-LIFE SCI EDUC  12  2.40000000
## 348            DECHENNE SE, 2015, CBE-LIFE SCI EDUC  12  2.00000000
## 350                ROWE MP, 2015, CBE-LIFE SCI EDUC  12  2.00000000
## 371               WESTON M, 2015, CBE-LIFE SCI EDUC  12  2.00000000
## 415                WYSE SA, 2014, CBE-LIFE SCI EDUC  12  1.71428571
## 448               PEREZ KE, 2013, CBE-LIFE SCI EDUC  12  1.50000000
## 463                HIATT A, 2013, CBE-LIFE SCI EDUC  12  1.50000000
## 467               SMITH JJ, 2013, CBE-LIFE SCI EDUC  12  1.50000000
## 491            THOMPSON NL, 2013, CBE-LIFE SCI EDUC  12  1.50000000
## 506              NEWMAN DL, 2012, CBE-LIFE SCI EDUC  12  1.33333333
## 551               WALSH JP, 2011, CBE-LIFE SCI EDUC  12  1.20000000
## 592              CAUDILL L, 2010, CBE-LIFE SCI EDUC  12  1.09090909
## 593                 TRA YV, 2010, CBE-LIFE SCI EDUC  12  1.09090909
## 640              SEIFERT K, 2009, CBE-LIFE SCI EDUC  12  1.00000000
## 115              CORWIN LA, 2018, CBE-LIFE SCI EDUC  11  3.66666667
## 205              AIKENS ML, 2017, CBE-LIFE SCI EDUC  11  2.75000000
## 256           PREVOST LB, 2016, CBE-LIFE SCI EDUC-a  11  2.20000000
## 257              ROWLAND S, 2016, CBE-LIFE SCI EDUC  11  2.20000000
## 309             ANDREWS TC, 2016, CBE-LIFE SCI EDUC  11  2.20000000
## 404                   SU T, 2014, CBE-LIFE SCI EDUC  11  1.57142857
## 418           VAN LACUM EB, 2014, CBE-LIFE SCI EDUC  11  1.57142857
## 424              HANSEN MJ, 2014, CBE-LIFE SCI EDUC  11  1.57142857
## 428             ABRAHAM JK, 2014, CBE-LIFE SCI EDUC  11  1.57142857
## 552              UECKERT C, 2011, CBE-LIFE SCI EDUC  11  1.10000000
## 643               WRIGHT R, 2009, CBE-LIFE SCI EDUC  11  0.91666667
## 655        CLOUD-HANSEN KA, 2008, CBE-LIFE SCI EDUC  11  0.84615385
## 669              WATSON FL, 2008, CBE-LIFE SCI EDUC  11  0.84615385
## 680            SILVEIRA LA, 2008, CBE-LIFE SCI EDUC  11  0.84615385
## 685              ELGIN SCR, 2016, CBE-LIFE SCI EDUC  11  2.20000000
## 109             THEOBALD E, 2018, CBE-LIFE SCI EDUC  10  3.33333333
## 180             MORALES DX, 2017, CBE-LIFE SCI EDUC  10  2.50000000
## 190            BALLEN CJ, 2017, CBE-LIFE SCI EDUC-a  10  2.50000000
## 193           CLEVELAND LM, 2017, CBE-LIFE SCI EDUC  10  2.50000000
## 194                 DYE KM, 2017, CBE-LIFE SCI EDUC  10  2.50000000
## 209           MARTINKOVA P, 2017, CBE-LIFE SCI EDUC  10  2.50000000
## 237             BRAZEAL KR, 2016, CBE-LIFE SCI EDUC  10  2.00000000
## 260              WARFA ARM, 2016, CBE-LIFE SCI EDUC  10  2.00000000
## 297           RYBARCZYK BJ, 2016, CBE-LIFE SCI EDUC  10  2.00000000
## 299             TIBBETTS Y, 2016, CBE-LIFE SCI EDUC  10  2.00000000
## 307              ADAMS AEM, 2016, CBE-LIFE SCI EDUC  10  2.00000000
## 313             ELLIOTT ER, 2016, CBE-LIFE SCI EDUC  10  2.00000000
## 315               STAUB NL, 2016, CBE-LIFE SCI EDUC  10  2.00000000
## 351             SCHINSKE J, 2015, CBE-LIFE SCI EDUC  10  1.66666667
## 434               WILEY EA, 2014, CBE-LIFE SCI EDUC  10  1.42857143
## 457            CAMPBELL AG, 2013, CBE-LIFE SCI EDUC  10  1.25000000
## 462          KALINOWSKI ST, 2013, CBE-LIFE SCI EDUC  10  1.25000000
## 483               O'SHEA B, 2013, CBE-LIFE SCI EDUC  10  1.25000000
## 499             BARSOUM MJ, 2013, CBE-LIFE SCI EDUC  10  1.25000000
## 531               JENSEN M, 2012, CBE-LIFE SCI EDUC  10  1.11111111
## 547            SIRITUNGA D, 2011, CBE-LIFE SCI EDUC  10  1.00000000
## 594               ROBEVA R, 2010, CBE-LIFE SCI EDUC  10  0.90909091
## 606           DEPELTEAU AM, 2010, CBE-LIFE SCI EDUC  10  0.90909091
## 624   KRONTIRIS-LITOWITZ J, 2009, CBE-LIFE SCI EDUC  10  0.83333333
## 659             SIMMONS ME, 2008, CBE-LIFE SCI EDUC  10  0.76923077
## 713              TANNER KD, 2011, CBE-LIFE SCI EDUC  10  1.00000000
## 141             ARNESON JB, 2018, CBE-LIFE SCI EDUC   9  3.00000000
## 201               OKEKE IN, 2017, CBE-LIFE SCI EDUC   9  2.25000000
## 302            KILLPACK TL, 2016, CBE-LIFE SCI EDUC   9  1.80000000
## 306              REEVES TD, 2016, CBE-LIFE SCI EDUC   9  1.80000000
## 343             HANAUER DI, 2015, CBE-LIFE SCI EDUC   9  1.50000000
## 357                 BATZ Z, 2015, CBE-LIFE SCI EDUC   9  1.50000000
## 376       FAUPEL-BADGER JM, 2015, CBE-LIFE SCI EDUC   9  1.50000000
## 429               HOBIN JA, 2014, CBE-LIFE SCI EDUC   9  1.28571429
## 521         COX-PAULSON EA, 2012, CBE-LIFE SCI EDUC   9  1.00000000
## 532             BAUMLER DJ, 2012, CBE-LIFE SCI EDUC   9  1.00000000
## 553        STANGER-HALL KF, 2011, CBE-LIFE SCI EDUC   9  0.90000000
## 563              MADLUNG A, 2011, CBE-LIFE SCI EDUC   9  0.90000000
## 565              WIEGANT F, 2011, CBE-LIFE SCI EDUC   9  0.90000000
## 626                 LAU JM, 2009, CBE-LIFE SCI EDUC   9  0.75000000
## 646              MCEWEN LA, 2009, CBE-LIFE SCI EDUC   9  0.75000000
## 650              KNIGHT JD, 2008, CBE-LIFE SCI EDUC   9  0.69230769
## 660             BENTLEY AM, 2008, CBE-LIFE SCI EDUC   9  0.69230769
## 668            ANDERSON WL, 2008, CBE-LIFE SCI EDUC   9  0.69230769
## 711                WOOD WB, 2012, CBE-LIFE SCI EDUC   9  1.00000000
## 146              ESTRADA M, 2018, CBE-LIFE SCI EDUC   8  2.66666667
## 202             SEBESTA AJ, 2017, CBE-LIFE SCI EDUC   8  2.00000000
## 212            SCHINSKE JN, 2017, CBE-LIFE SCI EDUC   8  2.00000000
## 228           OFFERDAHL EG, 2017, CBE-LIFE SCI EDUC   8  2.00000000
## 268          KALINOWSKI ST, 2016, CBE-LIFE SCI EDUC   8  1.60000000
## 310              BARNES ME, 2016, CBE-LIFE SCI EDUC   8  1.60000000
## 346             CARNEGIE J, 2015, CBE-LIFE SCI EDUC   8  1.33333333
## 365             PACHECO WI, 2015, CBE-LIFE SCI EDUC   8  1.33333333
## 370            TRUJILLO CM, 2015, CBE-LIFE SCI EDUC   8  1.33333333
## 430           GUTIERREZ AF, 2014, CBE-LIFE SCI EDUC   8  1.14285714
## 468              SADLER PM, 2013, CBE-LIFE SCI EDUC   8  1.00000000
## 474             KOVARIK DN, 2013, CBE-LIFE SCI EDUC   8  1.00000000
## 476           HOSKINSON AM, 2013, CBE-LIFE SCI EDUC   8  1.00000000
## 498             KENDALL KD, 2013, CBE-LIFE SCI EDUC   8  1.00000000
## 569          KLYMKOWSKY MW, 2010, CBE-LIFE SCI EDUC   8  0.72727273
## 581               LENTS NH, 2010, CBE-LIFE SCI EDUC   8  0.72727273
## 641             PURSELL DP, 2009, CBE-LIFE SCI EDUC   8  0.66666667
## 656        HACISALIHOGLU G, 2008, CBE-LIFE SCI EDUC   8  0.61538462
## 671              BUTLER PJ, 2008, CBE-LIFE SCI EDUC   8  0.61538462
## 700                NAGLE B, 2013, CBE-LIFE SCI EDUC   8  1.00000000
## 714            TANNER KD, 2011, CBE-LIFE SCI EDUC-a   8  0.80000000
## 229            SONERAL PAG, 2017, CBE-LIFE SCI EDUC   7  1.75000000
## 232              FELDON DF, 2017, CBE-LIFE SCI EDUC   7  1.75000000
## 254               PEFFER M, 2016, CBE-LIFE SCI EDUC   7  1.40000000
## 270               SCAGER K, 2016, CBE-LIFE SCI EDUC   7  1.40000000
## 291               MATON KI, 2016, CBE-LIFE SCI EDUC   7  1.40000000
## 296               REMICH R, 2016, CBE-LIFE SCI EDUC   7  1.40000000
## 326              KENYON KL, 2016, CBE-LIFE SCI EDUC   7  1.40000000
## 334              CAMERON C, 2015, CBE-LIFE SCI EDUC   7  1.16666667
## 337               GODIN EA, 2015, CBE-LIFE SCI EDUC   7  1.16666667
## 340                DOWD JE, 2015, CBE-LIFE SCI EDUC   7  1.16666667
## 380              SNYDER JJ, 2015, CBE-LIFE SCI EDUC   7  1.16666667
## 387           BENABENTOS R, 2014, CBE-LIFE SCI EDUC   7  1.00000000
## 420            CAMPBELL AM, 2014, CBE-LIFE SCI EDUC   7  1.00000000
## 432               STONE EM, 2014, CBE-LIFE SCI EDUC   7  1.00000000
## 460                  WU JL, 2013, CBE-LIFE SCI EDUC   7  0.87500000
## 485          CHRISTENSEN W, 2013, CBE-LIFE SCI EDUC   7  0.87500000
## 514            BUCHWITZ BJ, 2012, CBE-LIFE SCI EDUC   7  0.77777778
## 530          MASKIEWICZ AC, 2012, CBE-LIFE SCI EDUC   7  0.77777778
## 566       DIBARTOLOMEIS SM, 2011, CBE-LIFE SCI EDUC   7  0.70000000
## 591              JUNGCK JR, 2010, CBE-LIFE SCI EDUC   7  0.63636364
## 599              MILLER JE, 2010, CBE-LIFE SCI EDUC   7  0.63636364
## 601             WATKINS JC, 2010, CBE-LIFE SCI EDUC   7  0.63636364
## 625              MILLER JA, 2009, CBE-LIFE SCI EDUC   7  0.58333333
## 633             DAHMANI HR, 2009, CBE-LIFE SCI EDUC   7  0.58333333
## 688            CAMPBELL AG, 2014, CBE-LIFE SCI EDUC   7  1.00000000
## 732                WOOD WB, 2008, CBE-LIFE SCI EDUC   7  0.53846154
## 733             LABOV JB, 2008, CBE-LIFE SCI EDUC-a   7  0.53846154
## 134             SUMMERS MM, 2018, CBE-LIFE SCI EDUC   6  2.00000000
## 137            CONNOLLY MR, 2018, CBE-LIFE SCI EDUC   6  2.00000000
## 143            CAVANAGH AJ, 2018, CBE-LIFE SCI EDUC   6  2.00000000
## 148              KOHN KP, 2018, CBE-LIFE SCI EDUC-a   6  2.00000000
## 157               ASHLEY M, 2017, CBE-LIFE SCI EDUC   6  1.50000000
## 210           MCFARLAND JL, 2017, CBE-LIFE SCI EDUC   6  1.50000000
## 227              MATYAS ML, 2017, CBE-LIFE SCI EDUC   6  1.50000000
## 319              ZAGALLO P, 2016, CBE-LIFE SCI EDUC   6  1.20000000
## 327               LEWIN JD, 2016, CBE-LIFE SCI EDUC   6  1.20000000
## 372              ADAMS AEM, 2015, CBE-LIFE SCI EDUC   6  1.00000000
## 481              MANTHEY S, 2013, CBE-LIFE SCI EDUC   6  0.75000000
## 482             DONOVAN DA, 2013, CBE-LIFE SCI EDUC   6  0.75000000
## 505             ROEHRIG GH, 2012, CBE-LIFE SCI EDUC   6  0.66666667
## 511               UFNAR JA, 2012, CBE-LIFE SCI EDUC   6  0.66666667
## 520          KALINOWSKI ST, 2012, CBE-LIFE SCI EDUC   6  0.66666667
## 554            PACIFICI LB, 2011, CBE-LIFE SCI EDUC   6  0.60000000
## 556              SHUSTER M, 2011, CBE-LIFE SCI EDUC   6  0.60000000
## 564          RYBCZYNSKI SM, 2011, CBE-LIFE SCI EDUC   6  0.60000000
## 574             RICHMOND G, 2010, CBE-LIFE SCI EDUC   6  0.54545455
## 585           MARSTELLER P, 2010, CBE-LIFE SCI EDUC   6  0.54545455
## 588               USHER DC, 2010, CBE-LIFE SCI EDUC   6  0.54545455
## 603              MILTON JG, 2010, CBE-LIFE SCI EDUC   6  0.54545455
## 613              GRISHAM W, 2010, CBE-LIFE SCI EDUC   6  0.54545455
## 622                  WU JL, 2009, CBE-LIFE SCI EDUC   6  0.50000000
## 634              GOEBEL CA, 2009, CBE-LIFE SCI EDUC   6  0.50000000
## 635               NELSON J, 2009, CBE-LIFE SCI EDUC   6  0.50000000
## 686               MILLER S, 2015, CBE-LIFE SCI EDUC   6  1.00000000
## 728               LABOV JB, 2008, CBE-LIFE SCI EDUC   6  0.46153846
## 731           EGGLESTON TL, 2008, CBE-LIFE SCI EDUC   6  0.46153846
## 93               STYERS ML, 2018, CBE-LIFE SCI EDUC   5  1.66666667
## 142            AUERBACH AJ, 2018, CBE-LIFE SCI EDUC   5  1.66666667
## 159              BARNES ME, 2017, CBE-LIFE SCI EDUC   5  1.25000000
## 163                EISEN A, 2017, CBE-LIFE SCI EDUC   5  1.25000000
## 172               DENNIN M, 2017, CBE-LIFE SCI EDUC   5  1.25000000
## 173                ANGRA A, 2017, CBE-LIFE SCI EDUC   5  1.25000000
## 179             MCCOURT JS, 2017, CBE-LIFE SCI EDUC   5  1.25000000
## 207              FIEDLER D, 2017, CBE-LIFE SCI EDUC   5  1.25000000
## 219            COOPER KM, 2017, CBE-LIFE SCI EDUC-a   5  1.25000000
## 223                GOFF EE, 2017, CBE-LIFE SCI EDUC   5  1.25000000
## 236     BRANCACCIO-TARAS L, 2016, CBE-LIFE SCI EDUC   5  1.00000000
## 273        BYARS-WINSTON A, 2016, CBE-LIFE SCI EDUC   5  1.00000000
## 316           STEFANSKI KM, 2016, CBE-LIFE SCI EDUC   5  1.00000000
## 323              ROMINE WL, 2016, CBE-LIFE SCI EDUC   5  1.00000000
## 331             FEDERER MR, 2016, CBE-LIFE SCI EDUC   5  1.00000000
## 353           TAN-WILSON A, 2015, CBE-LIFE SCI EDUC   5  0.83333333
## 388          CHRISPEELS HE, 2014, CBE-LIFE SCI EDUC   5  0.71428571
## 399               DAUER JM, 2014, CBE-LIFE SCI EDUC   5  0.71428571
## 400            KIRCHOFF BK, 2014, CBE-LIFE SCI EDUC   5  0.71428571
## 406              BATZLI JM, 2014, CBE-LIFE SCI EDUC   5  0.71428571
## 458             KABACOFF C, 2013, CBE-LIFE SCI EDUC   5  0.62500000
## 605           HOSKINSON AM, 2010, CBE-LIFE SCI EDUC   5  0.45454545
## 627              SEPEL LMN, 2009, CBE-LIFE SCI EDUC   5  0.41666667
## 630              SHUSTER M, 2009, CBE-LIFE SCI EDUC   5  0.41666667
## 639                   MA Z, 2009, CBE-LIFE SCI EDUC   5  0.41666667
## 662              KELLEY DJ, 2008, CBE-LIFE SCI EDUC   5  0.38461538
## 663                HURD DD, 2008, CBE-LIFE SCI EDUC   5  0.38461538
## 718            JUNGCK JR, 2010, CBE-LIFE SCI EDUC-a   5  0.45454545
## 723              TANNER KD, 2009, CBE-LIFE SCI EDUC   5  0.41666667
## 101             GOODWIN EC, 2018, CBE-LIFE SCI EDUC   4  1.33333333
## 129          PELLETREAU KN, 2018, CBE-LIFE SCI EDUC   4  1.33333333
## 145                DOWD JE, 2018, CBE-LIFE SCI EDUC   4  1.33333333
## 160              BECKER EA, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 170            WILLIAMS SN, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 174            FLANAGAN KM, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 178                 LIEU R, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 181              PETRIE KA, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 183              RICHARD M, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 189          AUERBACH AJ, 2017, CBE-LIFE SCI EDUC-a   4  1.00000000
## 206                 CARY T, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 221          DRINKWATER MJ, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 222              FRANTZ KJ, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 225             HAYWARD CN, 2017, CBE-LIFE SCI EDUC   4  1.00000000
## 235                BECK CW, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 242               HARVEY C, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 255             PREVOST LB, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 261              WEAVER KF, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 271           STOLTZFUS JR, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 279           DIBARTOLO PM, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 282          GREGG-JOLLY L, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 287               KUDISH P, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 289              LAYTON RL, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 292              METCALF H, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 330                DEANE T, 2016, CBE-LIFE SCI EDUC   4  0.80000000
## 347           DANIELSON KI, 2015, CBE-LIFE SCI EDUC   4  0.66666667
## 385          DRITS-ESSER D, 2014, CBE-LIFE SCI EDUC   4  0.57142857
## 389               BOKOR JR, 2014, CBE-LIFE SCI EDUC   4  0.57142857
## 442            CLEMENTS JD, 2013, CBE-LIFE SCI EDUC   4  0.50000000
## 456               GREGG CS, 2013, CBE-LIFE SCI EDUC   4  0.50000000
## 465              LUCKIE DB, 2013, CBE-LIFE SCI EDUC   4  0.50000000
## 473             DUMANIS SB, 2013, CBE-LIFE SCI EDUC   4  0.50000000
## 478             HILBORN RC, 2013, CBE-LIFE SCI EDUC   4  0.50000000
## 510               STARK LA, 2012, CBE-LIFE SCI EDUC   4  0.44444444
## 518              MILLER HB, 2012, CBE-LIFE SCI EDUC   4  0.44444444
## 544               KARSAI I, 2011, CBE-LIFE SCI EDUC   4  0.40000000
## 572                  HUE G, 2010, CBE-LIFE SCI EDUC   4  0.36363636
## 597              SVOBODA J, 2010, CBE-LIFE SCI EDUC   4  0.36363636
## 602              DUNCAN SI, 2010, CBE-LIFE SCI EDUC   4  0.36363636
## 645               DUMAIS N, 2009, CBE-LIFE SCI EDUC   4  0.33333333
## 647              PIERRET C, 2009, CBE-LIFE SCI EDUC   4  0.33333333
## 670              MADHURI M, 2008, CBE-LIFE SCI EDUC   4  0.30769231
## 678      HOOD-DEGRENIER JK, 2008, CBE-LIFE SCI EDUC   4  0.30769231
## 683             HARRISON C, 2018, CBE-LIFE SCI EDUC   4  1.33333333
## 691              VASALY HL, 2014, CBE-LIFE SCI EDUC   4  0.57142857
## 704               WOODIN T, 2012, CBE-LIFE SCI EDUC   4  0.44444444
## 63               BLUMER LS, 2019, CBE-LIFE SCI EDUC   3  1.50000000
## 64                COUCH BA, 2019, CBE-LIFE SCI EDUC   3  1.50000000
## 70                KNEKTA E, 2019, CBE-LIFE SCI EDUC   3  1.50000000
## 80                  GIN LE, 2018, CBE-LIFE SCI EDUC   3  1.00000000
## 95               BARRAL AM, 2018, CBE-LIFE SCI EDUC   3  1.00000000
## 99                CHANG YJ, 2018, CBE-LIFE SCI EDUC   3  1.00000000
## 103         HASKEL-ITTAH M, 2018, CBE-LIFE SCI EDUC   3  1.00000000
## 105             JACKSON MA, 2018, CBE-LIFE SCI EDUC   3  1.00000000
## 140              ZIADIE MA, 2018, CBE-LIFE SCI EDUC   3  1.00000000
## 152             SCHNOES AM, 2018, CBE-LIFE SCI EDUC   3  1.00000000
## 154              WILSON KJ, 2018, CBE-LIFE SCI EDUC   3  1.00000000
## 184               SABEL JL, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 185           WACHSMUTH LP, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 192                CASH CB, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 203             WIGGINS BL, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 208 FINDLEY-VAN NOSTRAND D, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 213                 TAI RH, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 214              BAILEY EG, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 217               BRAUN DC, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 224             GORMALLY C, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 231                  XU XY, 2017, CBE-LIFE SCI EDUC   3  0.75000000
## 234              BATZLI JM, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 243      HERRMANN-ABELL CF, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 258               VARTY AK, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 262              WILSON KJ, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 272                ASAI DJ, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 274          CARMICHAEL MC, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 275        CARTER-VEALE WY, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 281                 GHEE M, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 311                BASS KM, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 312            DASGUPTA AP, 2016, CBE-LIFE SCI EDUC   3  0.60000000
## 364              ORTEGA RA, 2015, CBE-LIFE SCI EDUC   3  0.50000000
## 394              WOLKOW TD, 2014, CBE-LIFE SCI EDUC   3  0.42857143
## 450              MILKOVA L, 2013, CBE-LIFE SCI EDUC   3  0.37500000
## 475               WOODIN T, 2013, CBE-LIFE SCI EDUC   3  0.37500000
## 522                 GRAY R, 2012, CBE-LIFE SCI EDUC   3  0.33333333
## 607            ELLINGTON R, 2010, CBE-LIFE SCI EDUC   3  0.27272727
## 608           SMOLINSKI TG, 2010, CBE-LIFE SCI EDUC   3  0.27272727
## 610               DUFFUS D, 2010, CBE-LIFE SCI EDUC   3  0.27272727
## 673                  LU FM, 2008, CBE-LIFE SCI EDUC   3  0.23076923
## 712                 WEI CA, 2012, CBE-LIFE SCI EDUC   3  0.33333333
## 717            DE PILLIS L, 2010, CBE-LIFE SCI EDUC   3  0.27272727
## 730                 CHOW I, 2008, CBE-LIFE SCI EDUC   3  0.23076923
## 40             WILTBANK LB, 2019, CBE-LIFE SCI EDUC   2  1.00000000
## 48              DEWSBURY B, 2019, CBE-LIFE SCI EDUC   2  1.00000000
## 67               GAVASSA S, 2019, CBE-LIFE SCI EDUC   2  1.00000000
## 72                   LO SM, 2019, CBE-LIFE SCI EDUC   2  1.00000000
## 78              DONOVAN DA, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 81              HANAUER DI, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 82               HESTER SD, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 86            OFFERDAHL EG, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 94               ARAGON OR, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 104           HERNANDEZ PR, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 111            WAHLBERG SJ, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 117              GOUVEA JS, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 118               HALIM AS, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 122                IRBY SM, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 123              KNIGHT JK, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 126            MARTINEZ LR, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 127       PAPE-LINDSTROM P, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 132               PRICE RM, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 136              WILSON MA, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 149               OWENS MT, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 150            REEVES TD, 2018, CBE-LIFE SCI EDUC-a   2  0.66666667
## 151           RICHARDSON K, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 156              WRIGHT LK, 2018, CBE-LIFE SCI EDUC   2  0.66666667
## 161            BIEREMA AMK, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 162              DURHAM MF, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 164                JENO LM, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 165               PERERA V, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 166              SELLAMI N, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 168             STANHOPE L, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 187             ANDREWS SE, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 195               EATON CD, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 216         BISSONNETTE SA, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 220           DEANE-COE KK, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 238             BRICKMAN P, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 240               EATON CD, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 246                  LIE R, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 250                MATZ RL, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 252              NOVICK LR, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 276               CASAD BJ, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 280                DREW JC, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 284                HALL JD, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 288                LANE TB, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 290            MARGHERIO C, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 295              PARKER JE, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 303             PRUNUSKE A, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 317            TRUJILLO CM, 2016, CBE-LIFE SCI EDUC   2  0.40000000
## 339                MASEL J, 2015, CBE-LIFE SCI EDUC   2  0.33333333
## 345             ABDULLAH C, 2015, CBE-LIFE SCI EDUC   2  0.33333333
## 349               GIBAU GS, 2015, CBE-LIFE SCI EDUC   2  0.33333333
## 421                 EEDS A, 2014, CBE-LIFE SCI EDUC   2  0.28571429
## 431                HOLT EA, 2014, CBE-LIFE SCI EDUC   2  0.28571429
## 449               HOBBS FC, 2013, CBE-LIFE SCI EDUC   2  0.25000000
## 488              BATIZA AF, 2013, CBE-LIFE SCI EDUC   2  0.25000000
## 497            GRIFFARD PB, 2013, CBE-LIFE SCI EDUC   2  0.25000000
## 527             MAYORGA LS, 2012, CBE-LIFE SCI EDUC   2  0.22222222
## 595                GOINS G, 2010, CBE-LIFE SCI EDUC   2  0.18181818
## 632            BELANGER KD, 2009, CBE-LIFE SCI EDUC   2  0.16666667
## 666           MONTELONE BA, 2008, CBE-LIFE SCI EDUC   2  0.15384615
## 684               OWENS MT, 2017, CBE-LIFE SCI EDUC   2  0.50000000
## 687              BARBER NC, 2015, CBE-LIFE SCI EDUC   2  0.33333333
## 699          VAN WYLEN DGL, 2013, CBE-LIFE SCI EDUC   2  0.25000000
## 701               MARDER M, 2013, CBE-LIFE SCI EDUC   2  0.25000000
## 708          LEDBETTER MLS, 2012, CBE-LIFE SCI EDUC   2  0.22222222
## 12               LIMERI LB, 2019, CBE-LIFE SCI EDUC   1  0.50000000
## 46                COOKE JE, 2019, CBE-LIFE SCI EDUC   1  0.50000000
## 47              DANIELS HA, 2019, CBE-LIFE SCI EDUC   1  0.50000000
## 54             LIMERI LB, 2019, CBE-LIFE SCI EDUC-a   1  0.50000000
## 55                 NAGY GA, 2019, CBE-LIFE SCI EDUC   1  0.50000000
## 62        WALCK-SHANNON EM, 2019, CBE-LIFE SCI EDUC   1  0.50000000
## 65              ERDMANN RM, 2019, CBE-LIFE SCI EDUC   1  0.50000000
## 68                HENRY MA, 2019, CBE-LIFE SCI EDUC   1  0.50000000
## 76             ZUKSWERT JM, 2019, CBE-LIFE SCI EDUC   1  0.50000000
## 79               FISHER KQ, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 83                 KERR JQ, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 88                SIMON SM, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 91                 WYSE SA, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 92              SPENCER KC, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 110             THOMPSON C, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 112            WHITWORTH K, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 113              BAILEY EG, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 114              COOPER KM, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 124                KOHN KP, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 125               KRAMER M, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 128               PELAEZ N, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 131                PREMO J, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 133             SOLOMON ED, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 135            WIENHOLD CJ, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 139             WERNECKE U, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 147             JEFFERY KA, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 153             WALCOTT RL, 2018, CBE-LIFE SCI EDUC   1  0.33333333
## 155            WILSON KJ, 2018, CBE-LIFE SCI EDUC-a   1  0.33333333
## 158            AUERBACH AJ, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 169           VON ARNIM AG, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 177                LEWIS V, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 186              WRIGHT LK, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 191           CARPENTER SK, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 197           HOSKINSON AM, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 199                KAATZ A, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 200              LUCKIE DB, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 204                YANG XM, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 211                 MUNN M, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 226                KATZ LA, 2017, CBE-LIFE SCI EDUC   1  0.25000000
## 233              AIKENS ML, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 244              KNIGHT JK, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 247             MALINSKA L, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 248           MARBACH-AD G, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 251              MULNIX AB, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 263              WITHERS M, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 269          KLYMKOWSKY MW, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 277               CLARK SL, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 293             MORALES DX, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 328              RANDLER C, 2016, CBE-LIFE SCI EDUC   1  0.20000000
## 379              SMOLKA AJ, 2015, CBE-LIFE SCI EDUC   1  0.16666667
## 459             RISSING SW, 2013, CBE-LIFE SCI EDUC   1  0.12500000
## 486            BRECKLER JL, 2013, CBE-LIFE SCI EDUC   1  0.12500000
## 542              GARRILL A, 2011, CBE-LIFE SCI EDUC   1  0.10000000
## 609              KNISLEY J, 2010, CBE-LIFE SCI EDUC   1  0.09090909
## 654               RUBLE JE, 2008, CBE-LIFE SCI EDUC   1  0.07692308
## 664                 YUAN R, 2008, CBE-LIFE SCI EDUC   1  0.07692308
## 674             DOUGLAS KR, 2008, CBE-LIFE SCI EDUC   1  0.07692308
## 679              WALKER DE, 2008, CBE-LIFE SCI EDUC   1  0.07692308
## 702              VASALY HL, 2013, CBE-LIFE SCI EDUC   1  0.12500000
## 727                ALLEN D, 2009, CBE-LIFE SCI EDUC   1  0.08333333
## 1               ANDREWS TC, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 2                   BETZ N, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 3                  CHOE RC, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 4                COOPER KM, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 5                CORWIN LA, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 6                GUZMAN LM, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 7                  HISH AJ, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 8                  JEONG S, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 9             KOLPIKOVA EP, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 10                 KRIM JS, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 11                   LE PT, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 13               LINDSAY J, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 14              MEADERS CL, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 15                NELMS AA, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 16                  PAN SC, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 17             REINHOLZ DL, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 18                SCOTT EE, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 19                WILTON M, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 20               ZAGALLO P, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 21                 CARY TL, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 22             HARRISON CD, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 23                 HEIM AB, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 24                 MALOY J, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 25               MILLS KEV, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 26           REINHOLZ DL, 2019, CBE-LIFE SCI EDUC-a   0  0.00000000
## 27                 ZHAO FF, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 28             DAVIDESCO I, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 29               ESTRADA M, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 30             ESTRADA M, 2019, CBE-LIFE SCI EDUC-a   0  0.00000000
## 31               HARRIS RB, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 32                HARSH JA, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 33               HEWITT KM, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 34               INDORF JL, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 35              KUCHYNKA S, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 36              ROWLAND AA, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 37              SHAFFER JF, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 38             SRIPATHI KN, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 39         WALCK-SHANNON E, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 41                AVENA JS, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 42             BATHGATE ME, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 43                  CHAI A, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 44            CHATTERJEE D, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 45           CHRISPEELS HE, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 49        DIAZ-MARTINEZ LA, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 50                 DOWD JE, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 51              ENGLAND BJ, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 52              FERRARE JJ, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 53              KJELVIK MK, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 56                 NERIO R, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 57            OSTERHAGE JL, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 58                PROCKO C, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 59                SIEKE SA, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 60              STANTON JD, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 61                 TRIPP B, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 66              GAUTHIER A, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 69           KIRKPATRICK C, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 71                  LEE SW, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 73           SHORTLIDGE EE, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 74              TENNIAL RE, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 75               WILSON MA, 2019, CBE-LIFE SCI EDUC   0  0.00000000
## 77                 ANGRA A, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 84               NELSON KL, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 85                  NGAI C, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 87        RODRIGO-PEIRIS T, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 89             THOMPSON JJ, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 90                  TODD A, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 96      BOUWMA-GEARHART JL, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 97                BRAUN DC, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 98           CHAKRAVERTY D, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 100             GARDNER SA, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 102            GRUNSPAN DZ, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 106           KRITZINGER A, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 107                 LEE CJ, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 108               SCOTT EE, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 116                 DEES J, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 119               HILL CFC, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 120              HODGES LC, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 121                HOLE TN, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 130             PETERMAN K, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 138              REEVES TD, 2018, CBE-LIFE SCI EDUC   0  0.00000000
## 144            CORWIN LA, 2018, CBE-LIFE SCI EDUC-a   0  0.00000000
## 167          SENSIBAUGH CA, 2017, CBE-LIFE SCI EDUC   0  0.00000000
## 175             HOSKINS TD, 2017, CBE-LIFE SCI EDUC   0  0.00000000
## 182              POTTER LM, 2017, CBE-LIFE SCI EDUC   0  0.00000000
## 188               COTNER S, 2017, CBE-LIFE SCI EDUC   0  0.00000000
## 196            HEIDEMAN PD, 2017, CBE-LIFE SCI EDUC   0  0.00000000
## 215            BARNES ME, 2017, CBE-LIFE SCI EDUC-a   0  0.00000000
## 218              COOPER KM, 2017, CBE-LIFE SCI EDUC   0  0.00000000
## 241             FLOWERS SK, 2016, CBE-LIFE SCI EDUC   0  0.00000000
## 249         MARBACH-AD G, 2016, CBE-LIFE SCI EDUC-a   0  0.00000000
## 267              JEFFERY E, 2016, CBE-LIFE SCI EDUC   0  0.00000000
## 298            THOMPSON RC, 2016, CBE-LIFE SCI EDUC   0  0.00000000
## 314              HOFFMAN K, 2016, CBE-LIFE SCI EDUC   0  0.00000000
## 318               WEBER CF, 2016, CBE-LIFE SCI EDUC   0  0.00000000
## 362           HANAUER DI, 2015, CBE-LIFE SCI EDUC-a   0  0.00000000
## 367                SATO BK, 2015, CBE-LIFE SCI EDUC   0  0.00000000
## 403               BASEY JM, 2014, CBE-LIFE SCI EDUC   0  0.00000000
## 453             CAMERON LC, 2013, CBE-LIFE SCI EDUC   0  0.00000000
## 509                BANTA L, 2012, CBE-LIFE SCI EDUC   0  0.00000000
## 557              GRISHAM W, 2011, CBE-LIFE SCI EDUC   0  0.00000000
## 571             GLEASON ML, 2010, CBE-LIFE SCI EDUC   0  0.00000000
## 587            MCCARTHY ML, 2010, CBE-LIFE SCI EDUC   0  0.00000000
## 637           SILVERMAN PM, 2009, CBE-LIFE SCI EDUC   0  0.00000000
## 638             KEELING EL, 2009, CBE-LIFE SCI EDUC   0  0.00000000
## 694                ALLEN D, 2013, CBE-LIFE SCI EDUC   0  0.00000000
## 698                LIU DWC, 2013, CBE-LIFE SCI EDUC   0  0.00000000
## 703               BOWMAN K, 2013, CBE-LIFE SCI EDUC   0  0.00000000
## 705                ALLEN D, 2012, CBE-LIFE SCI EDUC   0  0.00000000
## 707              ALLEN D, 2012, CBE-LIFE SCI EDUC-a   0  0.00000000
## 716               BOWMAN K, 2011, CBE-LIFE SCI EDUC   0  0.00000000
## 
## $Years
##   [1] 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019
##  [16] 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019
##  [31] 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019
##  [46] 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019
##  [61] 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019 2019
##  [76] 2019 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018
##  [91] 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018
## [106] 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018
## [121] 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018
## [136] 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018 2018
## [151] 2018 2018 2018 2018 2018 2018 2017 2017 2017 2017 2017 2017 2017 2017 2017
## [166] 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017
## [181] 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017
## [196] 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017
## [211] 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017 2017
## [226] 2017 2017 2017 2017 2017 2017 2017 2016 2016 2016 2016 2016 2016 2016 2016
## [241] 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016
## [256] 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016
## [271] 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016
## [286] 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016
## [301] 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016
## [316] 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016 2016
## [331] 2016 2016 2016 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015
## [346] 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015
## [361] 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015 2015
## [376] 2015 2015 2015 2015 2015 2015 2015 2015 2015 2014 2014 2014 2014 2014 2014
## [391] 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014
## [406] 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014
## [421] 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014 2014
## [436] 2014 2014 2014 2014 2014 2014 2013 2013 2013 2013 2013 2013 2013 2013 2013
## [451] 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013
## [466] 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013
## [481] 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013
## [496] 2013 2013 2013 2013 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012
## [511] 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012
## [526] 2012 2012 2012 2012 2012 2012 2012 2012 2012 2011 2011 2011 2011 2011 2011
## [541] 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011
## [556] 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2010 2010
## [571] 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010
## [586] 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010
## [601] 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 2010
## [616] 2010 2010 2010 2010 2010 2009 2009 2009 2009 2009 2009 2009 2009 2009 2009
## [631] 2009 2009 2009 2009 2009 2009 2009 2009 2009 2009 2009 2009 2009 2009 2009
## [646] 2009 2009 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008
## [661] 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008 2008
## [676] 2008 2008 2008 2008 2008 2008 2008 2018 2017 2016 2015 2015 2014 2014 2014
## [691] 2014 2014 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2013 2012 2012
## [706] 2012 2012 2012 2012 2012 2012 2012 2011 2011 2011 2011 2010 2010 2010 2010
## [721] 2010 2010 2009 2009 2009 2009 2009 2008 2008 2008 2008 2008 2008
## 
## $FirstAffiliation
##   [1] "UNIV GEORGIA"                             
##   [2] "NORTHEASTERN UNIV"                        
##   [3] "UNIV CALIF LOS ANGELES"                   
##   [4] "UNIV CENT FLORIDA"                        
##   [5] "UNIV COLORADO"                            
##   [6] "UNIV BRITISH COLUMBIA"                    
##   [7] "DUKE UNIV"                                
##   [8] "UTAH STATE UNIV"                          
##   [9] "UNIV WASHINGTON"                          
##  [10] "SOUTHERN ILLINOIS UNIV"                   
##  [11] "UNIV COLORADO"                            
##  [12] "UNIV GEORGIA"                             
##  [13] "BRIGHAM YOUNG UNIV"                       
##  [14] "CORNELL UNIV"                             
##  [15] "UNIV NORTH GEORGIA"                       
##  [16] "UNIV CALIF LOS ANGELES"                   
##  [17] "SAN DIEGO STATE UNIV"                     
##  [18] "UNIV WASHINGTON"                          
##  [19] "UNIV CALIF SANTA BARBARA"                 
##  [20] "UNIV GEORGIA"                             
##  [21] "BELOIT COLL"                              
##  [22] "SCH BIOL SCI"                             
##  [23] "UNIV NORTHERN COLORADO"                   
##  [24] "UNIV CALIF LOS ANGELES"                   
##  [25] "ST PAUL COLL"                             
##  [26] "SAN DIEGO STATE UNIV"                     
##  [27] "UNIV MINNESOTA TWIN CITIES"               
##  [28] "NOTREPORTED"                              
##  [29] "UNIV CALIF SAN FRANCISCO"                 
##  [30] "UNIV CALIF SAN FRANCISCO"                 
##  [31] "ARIZONA STATE UNIV"                       
##  [32] "JAMES MADISON UNIV"                       
##  [33] "NORTH CAROLINA SCH SCI AND MATH"          
##  [34] "UNIV MIAMI"                               
##  [35] "UNIV S FLORIDA"                           
##  [36] "UNIV COLORADO"                            
##  [37] "COLORADO SCH MINES"                       
##  [38] "MICHIGAN STATE UNIV"                      
##  [39] "WASHINGTON UNIV"                          
##  [40] "NORTH DAKOTA STATE UNIV"                  
##  [41] "UNIV COLORADO"                            
##  [42] "YALE UNIV"                                
##  [43] "UNIV CALIF SAN DIEGO"                     
##  [44] "SALEM STATE UNIV"                         
##  [45] "WAKE FOREST UNIV"                         
##  [46] "UNIV BRITISH COLUMBIA"                    
##  [47] "UNIV CALIF MERCED"                        
##  [48] "UNIV RHODE ISL"                           
##  [49] "UNIV TEXAS EL PASO"                       
##  [50] "DUKE UNIV"                                
##  [51] "UNIV TENNESSEE"                           
##  [52] "UNIV KENTUCKY"                            
##  [53] "MICHIGAN STATE UNIV"                      
##  [54] "UNIV GEORGIA"                             
##  [55] "DUKE UNIV"                                
##  [56] "OFF RES"                                  
##  [57] "UNIV KENTUCKY"                            
##  [58] "SALK INST BIOL STUDIES"                   
##  [59] "UNIV COLORADO"                            
##  [60] "UNIV GEORGIA"                             
##  [61] "PORTLAND STATE UNIV"                      
##  [62] "WASHINGTON UNIV"                          
##  [63] "MOREHOUSE COLL"                           
##  [64] "UNIV NEBRASKA"                            
##  [65] "UNIV NEBRASKA"                            
##  [66] "UNIV TORONTO"                             
##  [67] "FLORIDA INT UNIV"                         
##  [68] "EMORY CLIN"                               
##  [69] "UNIV MINNESOTA"                           
##  [70] "UMEA UNIV"                                
##  [71] "UNIV CALIF RIVERSIDE"                     
##  [72] "UNIV CALIF SAN DIEGO"                     
##  [73] "PORTLAND STATE UNIV"                      
##  [74] "UNIV ARKANSAS"                            
##  [75] "UNIV TEXAS MD ANDERSON CANC CTR"          
##  [76] "UNIV BRITISH COLUMBIA"                    
##  [77] "GEORGIA STATE UNIV"                       
##  [78] "WESTERN WASHINGTON UNIV"                  
##  [79] "FLORIDA INT UNIV"                         
##  [80] "ARIZONA STATE UNIV"                       
##  [81] "INDIANA UNIV PENN"                        
##  [82] "UNIV ARIZONA"                             
##  [83] "GUAM COMMUNITY COLL"                      
##  [84] "UNIV NEBRASKA"                            
##  [85] "UNIV MASSACHUSETTS"                       
##  [86] "WASHINGTON STATE UNIV"                    
##  [87] "UNIV KENTUCKY"                            
##  [88] "BENTLEY UNIV"                             
##  [89] "UNIV GEORGIA"                             
##  [90] "WRIGHT STATE UNIV"                        
##  [91] "BETHEL UNIV"                              
##  [92] "UNIV WISCONSIN"                           
##  [93] "BIRMINGHAM SOUTHERN COLL"                 
##  [94] "YALE UNIV"                                
##  [95] "NATL UNIV"                                
##  [96] "OREGON STATE UNIV"                        
##  [97] "GALLAUDET UNIV"                           
##  [98] "WASHINGTON STATE UNIV"                    
##  [99] "UNIV GEORGIA"                             
## [100] "LOMA LINDA UNIV"                          
## [101] "PORTLAND STATE UNIV"                      
## [102] "ARIZONA STATE UNIV"                       
## [103] "WEIZMANN INST SCI"                        
## [104] "WEST VIRGINIA UNIV"                       
## [105] "UNIV WASHINGTON"                          
## [106] "UNIV PRETORIA"                            
## [107] "UNIV CALIF LOS ANGELES"                   
## [108] "MICHIGAN STATE UNIV"                      
## [109] "UNIV WASHINGTON"                          
## [110] "LOYOLA UNIV MARYLAND"                     
## [111] "KARLSTAD UNIV"                            
## [112] "UNIV MARYLAND BALTIMORE CTY"              
## [113] "BRIGHAM YOUNG UNIV"                       
## [114] "ARIZONA STATE UNIV"                       
## [115] "UNIV COLORADO"                            
## [116] "UNIV GEORGIA"                             
## [117] "TUFTS UNIV"                               
## [118] "UNIV MICHIGAN"                            
## [119] "TUFTS UNIV"                               
## [120] "UNIV MARYLAND BALTIMORE CTY"              
## [121] "UNIV BERGEN"                              
## [122] "PURDUE UNIV"                              
## [123] "UNIV COLORADO"                            
## [124] "MICHIGAN STATE UNIV"                      
## [125] "UNIV MINNESOTA"                           
## [126] "UNIV TEXAS EL PASO"                       
## [127] "EVERETT COMMUNITY COLL"                   
## [128] "PURDUE UNIV"                              
## [129] "UNIV MAINE"                               
## [130] "UNIV HAWAII"                              
## [131] "WASHINGTON STATE UNIV"                    
## [132] "UNIV WASHINGTON"                          
## [133] "WASHINGTON UNIV"                          
## [134] "UNIV CALGARY"                             
## [135] "UNIV WISCONSIN"                           
## [136] "UNIV TEXAS MD ANDERSON CANC CTR"          
## [137] "UNIV WISCONSIN"                           
## [138] "BOSTON COLL"                              
## [139] "UNIV KIEL"                                
## [140] "UNIV GEORGIA"                             
## [141] "WASHINGTON STATE UNIV"                    
## [142] "UNIV GEORGIA"                             
## [143] "YALE UNIV"                                
## [144] "UNIV COLORADO"                            
## [145] "DUKE UNIV"                                
## [146] "UNIV CALIF SAN FRANCISCO"                 
## [147] "PURDUE UNIV"                              
## [148] "MICHIGAN STATE UNIV"                      
## [149] "SAN FRANCISCO STATE UNIV"                 
## [150] "BOSTON COLL"                              
## [151] "AWHINA RES"                               
## [152] "UNIV CALIF SAN FRANCISCO"                 
## [153] "UNIV GEORGIA"                             
## [154] "MARIAN UNIV"                              
## [155] "MARIAN UNIV"                              
## [156] "THOMAS H GOSNELL SCH LIFE SCI"            
## [157] "ARIZONA STATE UNIV"                       
## [158] "UNIV GEORGIA"                             
## [159] "ARIZONA STATE UNIV"                       
## [160] "UNIV CALIF DAVIS"                         
## [161] "MICHIGAN STATE UNIV"                      
## [162] "UNIV NEBRASKA"                            
## [163] "EMORY UNIV"                               
## [164] "UNIV BERGEN"                              
## [165] "ARIZONA STATE UNIV"                       
## [166] "UNIV CALIF LOS ANGELES"                   
## [167] "UNIV GEORGIA"                             
## [168] "LEWIS AND CLARK COLL"                     
## [169] "UNIV TENNESSEE"                           
## [170] "ASTON UNIV"                               
## [171] "CORNELL UNIV"                             
## [172] "UNIV CALIF IRVINE"                        
## [173] "SCH BIOL SCI"                             
## [174] "UNIV CALGARY"                             
## [175] "MIAMI UNIV"                               
## [176] "UNIV WASHINGTON"                          
## [177] "UNIV ROCHESTER"                           
## [178] "UNIV CALIF IRVINE"                        
## [179] "UNIV GEORGIA"                             
## [180] "UNIV TEXAS EL PASO"                       
## [181] "VANDERBILT UNIV"                          
## [182] "SAN FRANCISCO STATE UNIV"                 
## [183] "SAN FRANCISCO STATE UNIV"                 
## [184] "UNIV MEMPHIS"                             
## [185] "CTR CANC RES"                             
## [186] "THOMAS H GOSNELL SCH LIFE SCI"            
## [187] "UNIV NEW HAMPSHIRE"                       
## [188] "UNIV MINNESOTA"                           
## [189] "UNIV TENNESSEE"                           
## [190] "UNIV MINNESOTA"                           
## [191] "IOWA STATE UNIV"                          
## [192] "UNIV GUELPH"                              
## [193] "UNIV NORTHERN COLORADO"                   
## [194] "UNIV GEORGIA"                             
## [195] "UNITY COLL"                               
## [196] "COLL WILLIAM AND MARY"                    
## [197] "SOUTH DAKOTA STATE UNIV"                  
## [198] "UNIV NEBRASKA"                            
## [199] "UNIV WISCONSIN"                           
## [200] "MICHIGAN STATE UNIV"                      
## [201] "UNIV IBADAN"                              
## [202] "ST LOUIS UNIV"                            
## [203] "UNIV WASHINGTON"                          
## [204] "TUFTS UNIV"                               
## [205] "UNIV NEW HAMPSHIRE"                       
## [206] "UNIV WISCONSIN"                           
## [207] "UNIV KIEL"                                
## [208] "UNIV S FLORIDA"                           
## [209] "INST COMP SCI"                            
## [210] "EDMONDS COMMUNITY COLL"                   
## [211] "UNIV WASHINGTON"                          
## [212] "DE ANZA COLL"                             
## [213] "UNIV VIRGINIA"                            
## [214] "BRIGHAM YOUNG UNIV"                       
## [215] "ARIZONA STATE UNIV"                       
## [216] "SAN FRANCISCO STATE UNIV"                 
## [217] "GALLAUDET UNIV"                           
## [218] "ARIZONA STATE UNIV"                       
## [219] "ARIZONA STATE UNIV"                       
## [220] "CORNELL UNIV"                             
## [221] "UNIV QUEENSLAND"                          
## [222] "GEORGIA STATE UNIV"                       
## [223] "UNIV SOUTH CAROLINA"                      
## [224] "GALLAUDET UNIV"                           
## [225] "UNIV COLORADO"                            
## [226] "SMITH COLL"                               
## [227] "EDUC FDN"                                 
## [228] "WASHINGTON STATE UNIV"                    
## [229] "BETHEL UNIV"                              
## [230] "UNIV NEBRASKA"                            
## [231] "UNIV S FLORIDA"                           
## [232] "UTAH STATE UNIV"                          
## [233] "UNIV NEW HAMPSHIRE"                       
## [234] "UNIV WISCONSIN"                           
## [235] "EMORY UNIV"                               
## [236] "KINGSBOROUGH COMM COLL"                   
## [237] "UNIV NEBRASKA"                            
## [238] "UNIV GEORGIA"                             
## [239] "YALE UNIV"                                
## [240] "UNITY COLL"                               
## [241] "WASHINGTON UNIV"                          
## [242] "DAVIDSON COLL"                            
## [243] "AMER ASSOC ADVANCEMENT SCI"               
## [244] "UNIV COLORADO"                            
## [245] "BUTLER UNIV"                              
## [246] "UNIV CALIF SAN DIEGO"                     
## [247] "ADAM MICKIEWICZ UNIV"                     
## [248] "UNIV MARYLAND"                            
## [249] "UNIV MARYLAND"                            
## [250] "MICHIGAN STATE UNIV"                      
## [251] "FRANKLIN AND MARSHALL COLL"               
## [252] "VANDERBILT UNIV"                          
## [253] "UNIV TEXAS EL PASO"                       
## [254] "GEORGIA STATE UNIV"                       
## [255] "UNIV S FLORIDA"                           
## [256] "UNIV S FLORIDA"                           
## [257] "UNIV QUEENSLAND"                          
## [258] "COLL SISKIYOUS"                           
## [259] "CALIF STATE UNIV FRESNO"                  
## [260] "UNIV MINNESOTA"                           
## [261] "UNIV LA VERNE"                            
## [262] "MARIAN UNIV"                              
## [263] "WEST VIRGINIA UNIV"                       
## [264] "MIAMI UNIV"                               
## [265] "VANDERBILT UNIV"                          
## [266] "INDIANA UNIV PENN"                        
## [267] "UNIV BRITISH COLUMBIA"                    
## [268] "MONTANA STATE UNIV"                       
## [269] "UNIV COLORADO"                            
## [270] "UNIV UTRECHT"                             
## [271] "MICHIGAN STATE UNIV"                      
## [272] "HOWARD HUGHES MED INST"                   
## [273] "UNIV WISCONSIN MADISON"                   
## [274] "XAVIER UNIV LOUISIANA"                    
## [275] "UNIV MARYLAND BALTIMORE CTY"              
## [276] "UNIV MISSOURI"                            
## [277] "CTR INCLUS EDUC"                          
## [278] "ARIZONA STATE UNIV"                       
## [279] "SMITH COLL"                               
## [280] "UNIV FLORIDA"                             
## [281] "BROWN UNIV"                               
## [282] "GRINNELL COLL"                            
## [283] "CALIF STATE UNIV"                         
## [284] "UNIV N CAROLINA"                          
## [285] "CALIF STATE UNIV LONG BEACH"              
## [286] "NATL SCI FDN"                             
## [287] "SWARTHMORE COLL"                          
## [288] "UNIV S FLORIDA"                           
## [289] "UNIV NORTH CAROLINA CHAPEL HILL"          
## [290] "UNIV WASHINGTON"                          
## [291] "UNIV MARYLAND BALTIMORE CTY"              
## [292] "ASSOC WOMEN SCI"                          
## [293] "UNIV TEXAS EL PASO"                       
## [294] "SKIDMORE COLL"                            
## [295] "NATL INST FOOD AND AGR"                   
## [296] "NORTHWESTERN UNIV"                        
## [297] "UNIV NORTH CAROLINA CHAPEL HILL"          
## [298] "MOREHOUSE COLL"                           
## [299] "UNIV WISCONSIN MADISON"                   
## [300] "UNIV TEXAS EL PASO"                       
## [301] "UNIV CALIF SAN FRANCISCO"                 
## [302] "WELLESLEY COLL"                           
## [303] "UNIV MINNESOTA"                           
## [304] "DE ANZA COLL"                             
## [305] "NOTREPORTED"                              
## [306] "NO ILLINOIS UNIV"                         
## [307] "NO ARIZONA UNIV"                          
## [308] "UNIV QUEENSLAND"                          
## [309] "UNIV GEORGIA"                             
## [310] "ARIZONA STATE UNIV"                       
## [311] "UNIV UTAH"                                
## [312] "PURDUE UNIV"                              
## [313] "UNIV PENN"                                
## [314] "UNIV MARYLAND BALTIMORE CTY"              
## [315] "GONZAGA UNIV"                             
## [316] "MIDDLE TENNESSEE STATE UNIV"              
## [317] "PURDUE UNIV"                              
## [318] "IDAHO STATE UNIV"                         
## [319] "UNIV ARIZONA"                             
## [320] "UNIV NEW HAMPSHIRE"                       
## [321] "THOMAS H GOSNELL SCH LIFE SCI"            
## [322] "UNIV TEXAS AUSTIN"                        
## [323] "WRIGHT STATE UNIV"                        
## [324] "ARIZONA STATE UNIV"                       
## [325] "WESTERN WASHINGTON UNIV"                  
## [326] "HOBART AND WILLIAM SMITH COLL"            
## [327] "UNIV MAINE"                               
## [328] "UNIV EDUC HEIDELBERG"                     
## [329] "UNIV ARIZONA"                             
## [330] "UNIV BRITISH COLUMBIA"                    
## [331] "OHIO STATE UNIV"                          
## [332] "NO ILLINOIS UNIV"                         
## [333] "ST LOUIS UNIV"                            
## [334] "UNIV TEXAS MD ANDERSON CANC CTR"          
## [335] "UNIV TEXAS AUSTIN"                        
## [336] "SCI RES AND TECHNOL BRANCH"               
## [337] "DUKE UNIV"                                
## [338] "UNIV COLORADO BOULDER"                    
## [339] "UNIV ARIZONA"                             
## [340] "DUKE UNIV"                                
## [341] "UNIV TEXAS AUSTIN"                        
## [342] "UNIV MASSACHUSETTS AMHERST"               
## [343] "INDIANA UNIV PENN"                        
## [344] "SAN FRANCISCO STATE UNIV"                 
## [345] "UNIV CALIF SAN DIEGO"                     
## [346] "UNIV OTTAWA"                              
## [347] "SAN FRANCISCO STATE UNIV"                 
## [348] "UNIV NO COLORADO"                         
## [349] "INDIANA UNIV PURDUE UNIV"                 
## [350] "SAM HOUSTON STATE UNIV"                   
## [351] "DE ANZA COLL"                             
## [352] "UNIV TENNESSEE"                           
## [353] "DEPT BIOL SCI"                            
## [354] "UNIV AMSTERDAM"                           
## [355] "HAMLINE UNIV"                             
## [356] "UNIV COLORADO"                            
## [357] "UNIV MAINE"                               
## [358] "VANDERBILT UNIV"                          
## [359] "STANFORD UNIV"                            
## [360] "MICHIGAN STATE UNIV"                      
## [361] "UNIV WASHINGTON"                          
## [362] "INDIANA UNIV PENN"                        
## [363] "OREGON INST TECHNOL"                      
## [364] "VANDERBILT UNIV"                          
## [365] "PONCE HLTH SCI UNIV"                      
## [366] "UNIV WISCONSIN"                           
## [367] "UNIV CALIF IRVINE"                        
## [368] "UNIV GEORGIA"                             
## [369] "UNIV CALIF LOS ANGELES"                   
## [370] "PURDUE UNIV"                              
## [371] "MICHIGAN STATE UNIV"                      
## [372] "NO ARIZONA UNIV"                          
## [373] "UNIV TEXAS AUSTIN"                        
## [374] "UNIV COLORADO"                            
## [375] "UNIV COLORADO"                            
## [376] "NOTREPORTED"                              
## [377] "SALISBURY UNIV"                           
## [378] "GEORGIA GWINNETT COLL"                    
## [379] "MED UNIV S CAROLINA"                      
## [380] "SYRACUSE UNIV"                            
## [381] "UNIV GEORGIA"                             
## [382] "NORTHEASTERN UNIV"                        
## [383] "BRIGHAM YOUNG UNIV"                       
## [384] "UNIV NEBRASKA"                            
## [385] "UNIV UTAH"                                
## [386] "UNIV MAINE"                               
## [387] "NATL SCI FDN"                             
## [388] "WAKE FOREST UNIV"                         
## [389] "UNIV FLORIDA"                             
## [390] "N DAKOTA STATE UNIV"                      
## [391] "UNIV CALIF IRVINE"                        
## [392] "UNIV COLORADO"                            
## [393] "GRINNELL COLL"                            
## [394] "UNIV COLORADO"                            
## [395] "PURDUE UNIV"                              
## [396] "GEORGE MASON UNIV"                        
## [397] "UNIV N CAROLINA"                          
## [398] "UNIV N CAROLINA"                          
## [399] "UNIV NEBRASKA"                            
## [400] "UNIV N CAROLINA"                          
## [401] "N DAKOTA STATE UNIV"                      
## [402] "CENT MICHIGAN UNIV"                       
## [403] "UNIV COLORADO"                            
## [404] "NATL CHANGHUA UNIV EDUC"                  
## [405] "UNIV BRITISH COLUMBIA"                    
## [406] "UNIV WISCONSIN"                           
## [407] "EMORY UNIV"                               
## [408] "UNIV WASHINGTON"                          
## [409] "UNIV WASHINGTON"                          
## [410] "SEATTLE UNIV"                             
## [411] "ST LOUIS UNIV"                            
## [412] "STANFORD UNIV"                            
## [413] "GALLAUDET UNIV"                           
## [414] "ARIZONA STATE UNIV"                       
## [415] "BETHEL UNIV"                              
## [416] "UNIV TEXAS AUSTIN"                        
## [417] "CENT MICHIGAN UNIV"                       
## [418] "UNIV AMSTERDAM"                           
## [419] "PURDUE UNIV"                              
## [420] "DAVIDSON COLL"                            
## [421] "VANDERBILT UNIV"                          
## [422] "MARQUETTE UNIV"                           
## [423] "MINNESOTA STATE UNIV MANKATO"             
## [424] "UNIV BRITISH COLUMBIA"                    
## [425] "ROCHESTER INST TECHNOL"                   
## [426] "UNIV WASHINGTON"                          
## [427] "MONTANA STATE UNIV"                       
## [428] "CALIF STATE UNIV FULLERTON"               
## [429] "AMER ASSOC CANC RES"                      
## [430] "BULACAN STATE UNIV"                       
## [431] "UTAH VALLEY UNIV"                         
## [432] "UNIV CALIF BERKELEY"                      
## [433] "EMORY UNIV"                               
## [434] "CLAREMONT MCKENNA COLL"                   
## [435] "PURDUE UNIV"                              
## [436] "UNIV GEORGIA"                             
## [437] "UNIV WASHINGTON"                          
## [438] "UNIV ARIZONA"                             
## [439] "UNIV WASHINGTON"                          
## [440] "WASHINGTON UNIV"                          
## [441] "INDIANA UNIV PENN"                        
## [442] "TULANE UNIV"                              
## [443] "UNIV GEORGIA"                             
## [444] "UNIV MAINE"                               
## [445] "HOLY NAMES UNIV"                          
## [446] "UNIV COLORADO"                            
## [447] "UNIV BRITISH COLUMBIA"                    
## [448] "UNIV WISCONSIN"                           
## [449] "INDIANA UNIV"                             
## [450] "OBERLIN COLL"                             
## [451] "COLUMBIA UNIV COLL PHYS AND SURG"         
## [452] "NATL SCI FDN"                             
## [453] "FED UNIV STATE RIO DE JANEIRO"            
## [454] "SHIPS RESOURCE CTR"                       
## [455] "HAMPSHIRE COLL"                           
## [456] "LOUISIANA STATE UNIV"                     
## [457] "BROWN UNIV"                               
## [458] "JOHNS HOPKINS SCH MED"                    
## [459] "OHIO STATE UNIV"                          
## [460] "NATL UNIV SINGAPORE"                      
## [461] "LINKOPING UNIV"                           
## [462] "MONTANA STATE UNIV"                       
## [463] "OKLAHOMA STATE UNIV"                      
## [464] "COLLIN COLL"                              
## [465] "MICHIGAN STATE UNIV"                      
## [466] "OHIO STATE UNIV"                          
## [467] "MICHIGAN STATE UNIV"                      
## [468] "HARVARD SMITHSONIAN CTR ASTROPHYS"        
## [469] "MICHIGAN STATE UNIV"                      
## [470] "POINT LOMA NAZARENE UNIV"                 
## [471] NA                                         
## [472] "UNIV MINNESOTA"                           
## [473] "GEORGETOWN UNIV"                          
## [474] "NORTHWEST ASSOC BIOMED RES"               
## [475] "NATL SCI FDN"                             
## [476] "UNIV COLORADO"                            
## [477] "UNIV MARYLAND"                            
## [478] "COLLEGE PK"                               
## [479] "UNIV MARYLAND"                            
## [480] "UNIV CALIF DAVIS"                         
## [481] "FLORIDA INT UNIV"                         
## [482] "WESTERN WASHINGTON UNIV"                  
## [483] "MICHIGAN STATE UNIV"                      
## [484] "N DAKOTA STATE UNIV"                      
## [485] "N DAKOTA STATE UNIV"                      
## [486] "SAN FRANCISCO STATE UNIV"                 
## [487] "TUFTS UNIV"                               
## [488] "MILWAUKEE SCH ENGN"                       
## [489] "MICHIGAN STATE UNIV"                      
## [490] "UNIV MAINE"                               
## [491] "BROWN UNIV"                               
## [492] "N DAKOTA STATE UNIV"                      
## [493] "DAVIDSON COLL"                            
## [494] "UNIV GEORGIA"                             
## [495] "CITY COLL"                                
## [496] "UNIV BRITISH COLUMBIA"                    
## [497] "WEILL CORNELL MED COLL QATAR"             
## [498] "UNIV TENNESSEE"                           
## [499] "DAVIDSON COLL"                            
## [500] "WOFFORD COLL"                             
## [501] "SCH BIOL"                                 
## [502] "INDIANA UNIV PENN"                        
## [503] "W VIRGINIA UNIV"                          
## [504] "TECHNION ISRAEL INST TECHNOL"             
## [505] "UNIV MINNESOTA"                           
## [506] "SCH LIFE SCI"                             
## [507] "UNIV BORDEAUX"                            
## [508] "MICHIGAN STATE UNIV"                      
## [509] "WILLIAMS COLL"                            
## [510] "UNIV UTAH"                                
## [511] "VANDERBILT UNIV"                          
## [512] "MONTANA STATE UNIV"                       
## [513] "UNIV COLORADO"                            
## [514] "UNIV WASHINGTON"                          
## [515] "MICHIGAN STATE UNIV"                      
## [516] "UNIV GEORGIA"                             
## [517] "UNIV WISCONSIN"                           
## [518] "N CAROLINA STATE UNIV"                    
## [519] "SAN FRANCISCO STATE UNIV"                 
## [520] "MONTANA STATE UNIV"                       
## [521] "SUNY COLL GENESEO"                        
## [522] "UNIV CENT ARKANSAS"                       
## [523] "UNIV TENNESSEE"                           
## [524] "CALIF STATE UNIV FULLERTON"               
## [525] "DUKE UNIV"                                
## [526] "UNIV WASHINGTON"                          
## [527] "UNIV NACL CUYO"                           
## [528] "MICHIGAN STATE UNIV"                      
## [529] "MICHIGAN STATE UNIV"                      
## [530] "POINT LOMA NAZARENE UNIV"                 
## [531] "UNIV MINNESOTA"                           
## [532] "UNIV WISCONSIN"                           
## [533] "RICE UNIV"                                
## [534] "HARVARD UNIV"                             
## [535] "UNIV CALIF IRVINE"                        
## [536] "UNIV WISCONSIN MADISON"                   
## [537] "CUNY CITY COLL"                           
## [538] "OHIO STATE UNIV"                          
## [539] "MONTANA STATE UNIV"                       
## [540] "UNIV HARTFORD"                            
## [541] "SAN DIEGO STATE UNIV"                     
## [542] "UNIV CANTERBURY"                          
## [543] "UNIV CALIF SAN FRANCISCO"                 
## [544] "E TENNESSEE STATE UNIV"                   
## [545] "UNIV PUERTO RICO"                         
## [546] "UNIV COLORADO"                            
## [547] "UNIV PUERTO RICO"                         
## [548] "JUNIATA COLL"                             
## [549] "WESLEYAN UNIV"                            
## [550] "CABRINI COLL"                             
## [551] "UNIV SO CALIF"                            
## [552] "NO ARIZONA UNIV"                          
## [553] "UNIV GEORGIA"                             
## [554] "KENNESAW STATE UNIV"                      
## [555] "DUKE UNIV"                                
## [556] "NEW MEXICO STATE UNIV"                    
## [557] "UNIV CALIF LOS ANGELES"                   
## [558] "UNIV GEORGIA"                             
## [559] "UNIV WASHINGTON"                          
## [560] "UNIV COLORADO"                            
## [561] "BRANDEIS UNIV"                            
## [562] "UTAH VALLEY UNIV"                         
## [563] "UNIV PUGET SOUND"                         
## [564] "MIAMI UNIV"                               
## [565] "UNIV COLL UTRECHT"                        
## [566] "MILLERSVILLE UNIV PENNSYLVANIA"           
## [567] "UNIV COLORADO"                            
## [568] "BRIGHAM YOUNG UNIV"                       
## [569] "UNIV COLORADO"                            
## [570] "UNIV MARYLAND"                            
## [571] "GEORGIA COLL AND STATE UNIV"              
## [572] "EMORY UNIV"                               
## [573] "MICHIGAN STATE UNIV"                      
## [574] "MICHIGAN STATE UNIV"                      
## [575] "UNIV COLORADO"                            
## [576] "MURRAY STATE UNIV"                        
## [577] "UNIV CALIF IRVINE"                        
## [578] "UNIV WASHINGTON"                          
## [579] "UNIV TEXAS AUSTIN"                        
## [580] "UNIV BRITISH COLUMBIA"                    
## [581] "JOHN JAY COLL"                            
## [582] "UNIV WASHINGTON"                          
## [583] "UNIV SCI PHILADELPHIA"                    
## [584] "VIRGINIA TECH"                            
## [585] "EMORY UNIV"                               
## [586] "SPELMAN COLL"                             
## [587] "MURRAY STATE UNIV"                        
## [588] "UNIV DELAWARE"                            
## [589] "AGNES SCOTT COLL"                         
## [590] "UNIV MARIBOR"                             
## [591] "BELOIT COLL"                              
## [592] "UNIV RICHMOND"                            
## [593] "COLL SCI"                                 
## [594] "SWEET BRIAR COLL"                         
## [595] "N CAROLINA AGR AND TECH STATE UNIV"       
## [596] "CASE WESTERN RESERVE UNIV"                
## [597] "UNIV CALIF DAVIS"                         
## [598] "UNIV MARYLAND"                            
## [599] "TRUMAN STATE UNIV"                        
## [600] "UNIV QUEENSLAND"                          
## [601] "UNIV ARIZONA"                             
## [602] "UNIV TENNESSEE"                           
## [603] "CLAREMONT MCKENNA COLL"                   
## [604] "ST LOUIS UNIV"                            
## [605] "MANKATO STATE UNIV"                       
## [606] "E TENNESSEE STATE UNIV"                   
## [607] "MORGAN STATE UNIV"                        
## [608] "EMORY UNIV"                               
## [609] "E TENNESSEE STATE UNIV"                   
## [610] "EMORY UNIV"                               
## [611] "BRANDEIS UNIV"                            
## [612] "MONTANA STATE UNIV"                       
## [613] "UNIV CALIF LOS ANGELES"                   
## [614] "UNIV WISCONSIN"                           
## [615] "SUNY ALBANY"                              
## [616] "UNIV WISCONSIN"                           
## [617] "DEPT SCI AND TECHNOL"                     
## [618] "UNIV COLORADO"                            
## [619] "N DAKOTA STATE UNIV"                      
## [620] "WASHINGTON UNIV"                          
## [621] "UNIV MARYLAND BALTIMORE CTY"              
## [622] "NATL UNIV SINGAPORE"                      
## [623] "UNIV REDLANDS"                            
## [624] "YOUNGSTOWN STATE UNIV"                    
## [625] "N CAROLINA STATE UNIV"                    
## [626] "BELLARMINE UNIV"                          
## [627] "UNIV FED SANTA MARIA"                     
## [628] "EMORY UNIV"                               
## [629] "NEW MEXICO STATE UNIV"                    
## [630] "NEW MEXICO STATE UNIV"                    
## [631] "GEORGETOWN UNIV"                          
## [632] "COLGATE UNIV"                             
## [633] "NA"                                       
## [634] "EMORY UNIV"                               
## [635] "BRIGHAM YOUNG UNIV"                       
## [636] "UNIV CALIF IRVINE"                        
## [637] "OKLAHOMA MED RES FDN"                     
## [638] "CALIF POLYTECH STATE UNIV SAN LUIS OBISPO"
## [639] "TRUMAN STATE UNIV"                        
## [640] "JAMES MADISON UNIV"                       
## [641] "GEORGIA GWINNETT COLL"                    
## [642] "UNIV WISCONSIN"                           
## [643] "UNIV MINNESOTA"                           
## [644] "OHIO STATE UNIV"                          
## [645] "UNIV SHERBROOKE"                          
## [646] "MCGILL UNIV"                              
## [647] "UNIV MISSOURI"                            
## [648] "UNIV MINNESOTA TWIN CITIES"               
## [649] "UNIV WASHINGTON"                          
## [650] "SAN FRANCISCO STATE UNIV"                 
## [651] "UNIV CALIF DAVIS"                         
## [652] "CENTENARY COLL LOUISIANA"                 
## [653] "UNIV COLORADO"                            
## [654] "DAVIDSON COLL"                            
## [655] "UNIV WISCONSIN"                           
## [656] "FLORIDA AANDM UNIV"                       
## [657] "MONTANA STATE UNIV"                       
## [658] "CENT WASHINGTON UNIV"                     
## [659] "TEXAS AANDM UNIV"                         
## [660] "HARVARD UNIV"                             
## [661] "UNIV WASHINGTON"                          
## [662] "UNIV WISCONSIN"                           
## [663] "ST JOHN FISHER COLL"                      
## [664] "UNIV MARYLAND"                            
## [665] "UNIV COLORADO"                            
## [666] "KANSAS STATE UNIV"                        
## [667] "UNIV MONTREAL"                            
## [668] "UNIV NEW MEXICO"                          
## [669] "DAVIDSON COLL"                            
## [670] "UNIV LA VERNE"                            
## [671] "PENN STATE UNIV"                          
## [672] "CONNECTICUT COLL"                         
## [673] "UNIV WISCONSIN"                           
## [674] "AUGUSTANA COLL"                           
## [675] "BUCKNELL UNIV"                            
## [676] "UNIV WISCONSIN"                           
## [677] "UNIV WISCONSIN"                           
## [678] "WELLESLEY COLL"                           
## [679] "LONGWOOD UNIV"                            
## [680] "UNIV REDLANDS"                            
## [681] "UNIV WISCONSIN"                           
## [682] "SACHEM HIGH SCH E"                        
## [683] "SCH BIOL SCI"                             
## [684] "SAN FRANCISCO STATE UNIV"                 
## [685] "WASHINGTON UNIV"                          
## [686] "UNIV WISCONSIN"                           
## [687] "UNIV UTAH"                                
## [688] "BROWN UNIV"                               
## [689] "BELLEVUE COLL"                            
## [690] "DE ANZA COLL"                             
## [691] "NATL SCI FDN"                             
## [692] "SAN FRANCISCO STATE UNIV"                 
## [693] "SAN FRANCISCO STATE UNIV"                 
## [694] "UNIV DELAWARE"                            
## [695] "SAN FRANCISCO STATE UNIV"                 
## [696] "NATL SCI FDN"                             
## [697] "CARLETON COLL"                            
## [698] "HOWARD HUGHES MED INST"                   
## [699] "ST OLAF COLL"                             
## [700] "UNIV CALIF BERKELEY"                      
## [701] "UNIV TEXAS AUSTIN"                        
## [702] "NATL SCI FDN"                             
## [703] "BOARD LIFE SCI"                           
## [704] "NATL SCI FDN"                             
## [705] "UNIV DELAWARE"                            
## [706] "STANFORD UNIV"                            
## [707] "UNIV DELAWARE"                            
## [708] "NATL SCI FDN"                             
## [709] "NATL ACAD SCI"                            
## [710] "SAN FRANCISCO STATE UNIV"                 
## [711] "SAN FRANCISCO STATE UNIV"                 
## [712] "NATL ACAD SCI"                            
## [713] "SAN FRANCISCO STATE UNIV"                 
## [714] "SAN FRANCISCO STATE UNIV"                 
## [715] "NATL SCI FDN"                             
## [716] "BOARD LIFE SCI"                           
## [717] "HARVEY MUDD COLL"                         
## [718] "BOARD LIFE SCI"                           
## [719] "SAN FRANCISCO STATE UNIV"                 
## [720] "NATL SCI FDN"                             
## [721] "SAN FRANCISCO STATE UNIV"                 
## [722] "CTR EDUC"                                 
## [723] "SAN FRANCISCO STATE UNIV"                 
## [724] "NATL SCI FDN"                             
## [725] "CTR EDUC"                                 
## [726] "SAN FRANCISCO STATE UNIV"                 
## [727] "NATL SCI FDN"                             
## [728] "CTR EDUC"                                 
## [729] "EUGENE LANG COLL"                         
## [730] "NATL ACAD SCI"                            
## [731] "UNIV NOTRE DAME"                          
## [732] "UNIV COLORADO"                            
## [733] "NATL ACAD SCI"                            
## 
## $Affiliations
## AFF
##                         MICHIGAN STATE UNIV 
##                                          83 
##                              UNIV WISCONSIN 
##                                          72 
##                               UNIV COLORADO 
##                                          71 
##                                UNIV GEORGIA 
##                                          65 
##                             UNIV WASHINGTON 
##                                          59 
##                    SAN FRANCISCO STATE UNIV 
##                                          49 
##                                 PURDUE UNIV 
##                                          37 
##                      UNIV CALIF LOS ANGELES 
##                                          37 
##                          ARIZONA STATE UNIV 
##                                          32 
##                             WASHINGTON UNIV 
##                                          32 
##                       UNIV BRITISH COLUMBIA 
##                                          30 
##                                   DUKE UNIV 
##                                          29 
##                                  EMORY UNIV 
##                                          24 
##                               UNIV MARYLAND 
##                                          24 
##                              UNIV MINNESOTA 
##                                          24 
##                           UNIV TEXAS AUSTIN 
##                                          24 
##                        UNIV CALIF SAN DIEGO 
##                                          23 
##                             VANDERBILT UNIV 
##                                          23 
##                                   YALE UNIV 
##                                          23 
##                                  UNIV MAINE 
##                                          22 
##                               UNIV NEBRASKA 
##                                          22 
##                            FLORIDA INT UNIV 
##                                          20 
##                         N DAKOTA STATE UNIV 
##                                          19 
##                          UNIV TEXAS EL PASO 
##                                          17 
##                          BRIGHAM YOUNG UNIV 
##                                          16 
##                          MONTANA STATE UNIV 
##                                          16 
##                           UNIV CALIF IRVINE 
##                                          16 
##                             UNIV N CAROLINA 
##                                          16 
##                               DAVIDSON COLL 
##                                          15 
##                               GRINNELL COLL 
##                                          15 
##                                  TUFTS UNIV 
##                                          15 
##                            UNIV CALIF DAVIS 
##                                          15 
##                              UNIV S FLORIDA 
##                                          15 
##                              UNIV TENNESSEE 
##                                          15 
##                                NATL SCI FDN 
##                                          14 
##                               UNIV DELAWARE 
##                                          14 
##                 UNIV MARYLAND BALTIMORE CTY 
##                                          13 
##                                UNIV ARIZONA 
##                                          12 
##                             IOWA STATE UNIV 
##                                          10 
##                       WASHINGTON STATE UNIV 
##                                          10 
##                                  BROWN UNIV 
##                                           9 
##                                CORNELL UNIV 
##                                           9 
##                           INDIANA UNIV PENN 
##                                           9 
##                               STANFORD UNIV 
##                                           9 
##                         UNIV CALIF BERKELEY 
##                                           9 
##                             UNIV NEW MEXICO 
##                                           9 
##                      UNIV WISCONSIN MADISON 
##                                           9 
##                       WESTERN MICHIGAN UNIV 
##                                           9 
##                               CARLETON COLL 
##                                           8 
##                              CUNY CITY COLL 
##                                           8 
##                             GEORGETOWN UNIV 
##                                           8 
##                      HOWARD HUGHES MED INST 
##                                           8 
##                     NORTH DAKOTA STATE UNIV 
##                                           8 
##                    UNIV CALIF SAN FRANCISCO 
##                                           8 
##                             UNIV PITTSBURGH 
##                                           8 
##                             UNIV QUEENSLAND 
##                                           8 
##                              UNIV ROCHESTER 
##                                           8 
##                                   UNIV UTAH 
##                                           8 
##   CALIF POLYTECH STATE UNIV SAN LUIS OBISPO 
##                                           7 
##                      E TENNESSEE STATE UNIV 
##                                           7 
##                          JAMES MADISON UNIV 
##                                           7 
##                           MORGAN STATE UNIV 
##                                           7 
##                               NATL ACAD SCI 
##                                           7 
##                                OBERLIN COLL 
##                                           7 
##                             OHIO STATE UNIV 
##                                           7 
##                        SAN DIEGO STATE UNIV 
##                                           7 
##                                UNIV FLORIDA 
##                                           7 
##                               UNIV KENTUCKY 
##                                           7 
##                            UTAH VALLEY UNIV 
##                                           7 
##                          WEST VIRGINIA UNIV 
##                                           7 
##                                WIDENER UNIV 
##                                           7 
##                              BRYN MAWR COLL 
##                                           6 
##                                DE ANZA COLL 
##                                           6 
##                              GALLAUDET UNIV 
##                                           6 
##                          GEORGIA STATE UNIV 
##                                           6 
##                                  MIAMI UNIV 
##                                           6 
##                 MISSOURI WESTERN STATE UNIV 
##                                           6 
##          N CAROLINA AGR AND TECH STATE UNIV 
##                                           6 
##                           NORTHWESTERN UNIV 
##                                           6 
##                           OREGON STATE UNIV 
##                                           6 
##                         PORTLAND STATE UNIV 
##                                           6 
##                                  SMITH COLL 
##                                           6 
##                                SPELMAN COLL 
##                                           6 
##                               ST LOUIS UNIV 
##                                           6 
##                                ST OLAF COLL 
##                                           6 
##               THOMAS H GOSNELL SCH LIFE SCI 
##                                           6 
##                               UNIV MICHIGAN 
##                                           6 
##                      UNIV NORTHERN COLORADO 
##                                           6 
##                             UNIV NOTRE DAME 
##                                           6 
##                           WRIGHT STATE UNIV 
##                                           6 
##                                 BETHEL UNIV 
##                                           5 
##                              BOARD LIFE SCI 
##                                           5 
##                                 BOSTON COLL 
##                                           5 
##                               BRANDEIS UNIV 
##                                           5 
##                            HARVEY MUDD COLL 
##                                           5 
##                                INDIANA UNIV 
##                                           5 
##                             MACALESTER COLL 
##                                           5 
##                 MIDDLE TENNESSEE STATE UNIV 
##                                           5 
##                              MOREHOUSE COLL 
##                                           5 
##                       N CAROLINA STATE UNIV 
##                                           5 
##                           NORTHEASTERN UNIV 
##                                           5 
##                       PACIFIC LUTHERAN UNIV 
##                                           5 
##                    POINT LOMA NAZARENE UNIV 
##                                           5 
##                            SUNY STONY BROOK 
##                                           5 
##                           TRUMAN STATE UNIV 
##                                           5 
##                               UNIV LA VERNE 
##                                           5 
##                               UNIV MISSOURI 
##                                           5 
##                          UNIV NEW HAMPSHIRE 
##                                           5 
##             UNIV NORTH CAROLINA CHAPEL HILL 
##                                           5 
##                            UNIV PUERTO RICO 
##                                           5 
##             UNIV TEXAS MD ANDERSON CANC CTR 
##                                           5 
##                             UTAH STATE UNIV 
##                                           5 
##                     WESTERN WASHINGTON UNIV 
##                                           5 
##                  CALIF STATE UNIV FULLERTON 
##                                           4 
##                 CALIF STATE UNIV STANISLAUS 
##                                           4 
##                                         CNR 
##                                           4 
##                       COLL WILLIAM AND MARY 
##                                           4 
##                       GEORGIA GWINNETT COLL 
##                                           4 
##                             HOLY NAMES UNIV 
##                                           4 
##                               LONGWOOD UNIV 
##                                           4 
##                        LOUISIANA STATE UNIV 
##                                           4 
##                                 MARIAN UNIV 
##                                           4 
##                                 MCGILL UNIV 
##                                           4 
##                      SAM HOUSTON STATE UNIV 
##                                           4 
##                                SCH BIOL SCI 
##                                           4 
##                                SEATTLE UNIV 
##                                           4 
##                                SIMMONS COLL 
##                                           4 
##                      SOUTHERN ILLINOIS UNIV 
##                                           4 
##                             SWARTHMORE COLL 
##                                           4 
##                            TEXAS AANDM UNIV 
##                                           4 
##                     UNIV ALABAMA BIRMINGHAM 
##                                           4 
##                                 UNIV BERGEN 
##                                           4 
##                       UNIV COLORADO BOULDER 
##                                           4 
##                                   UNIV KIEL 
##                                           4 
##                          UNIV MASSACHUSETTS 
##                                           4 
##                                  UNIV MIAMI 
##                                           4 
##                  UNIV MINNESOTA TWIN CITIES 
##                                           4 
##                                UNIV UTRECHT 
##                                           4 
##                                WEBSTER UNIV 
##                                           4 
##                            AGNES SCOTT COLL 
##                                           3 
##                                 ALBION COLL 
##                                           3 
##                                AMHERST COLL 
##                                           3 
##                               BELLEVUE COLL 
##                                           3 
##                                 BELOIT COLL 
##                                           3 
##                                BENTLEY UNIV 
##                                           3 
##                                CABRINI COLL 
##                                           3 
##                         CALIF LUTHERAN UNIV 
##                                           3 
##                       CARDINAL STRITCH UNIV 
##                                           3 
##                   CASE WESTERN RESERVE UNIV 
##                                           3 
##                          CENT MICHIGAN UNIV 
##                                           3 
##                      CLAREMONT MCKENNA COLL 
##                                           3 
##                                CLEMSON UNIV 
##                                           3 
##                                    COLL SCI 
##                                           3 
##                                    CTR EDUC 
##                                           3 
##                       CTR SCI AND MATH EDUC 
##                                           3 
##                                DENISON UNIV 
##                                           3 
##                               DEPT BIOL SCI 
##                                           3 
##                      EDMONDS COMMUNITY COLL 
##                                           3 
##                      EVERETT COMMUNITY COLL 
##                                           3 
##                        EVERGREEN STATE COLL 
##                                           3 
##                               FOOTHILL COLL 
##                                           3 
##                      GEORGE WASHINGTON UNIV 
##                                           3 
##                 GEORGIA COLL AND STATE UNIV 
##                                           3 
##                         HAMPDEN SYDNEY COLL 
##                                           3 
##                                HARVARD UNIV 
##                                           3 
##                        JOHNSON C SMITH UNIV 
##                                           3 
##                              LINKOPING UNIV 
##                                           3 
##                                 LUTHER COLL 
##                                           3 
##                               MCDANIEL COLL 
##                                           3 
##                          MED COLL WISCONSIN 
##                                           3 
##                         MED UNIV S CAROLINA 
##                                           3 
##                          MILWAUKEE SCH ENGN 
##                                           3 
##                        MONTCLAIR STATE UNIV 
##                                           3 
##                               MORAVIAN COLL 
##                                           3 
##                           MURRAY STATE UNIV 
##                                           3 
##                   NEW MEXICO HIGHLANDS UNIV 
##                                           3 
##                       NEW MEXICO STATE UNIV 
##                                           3 
##                             NO ARIZONA UNIV 
##                                           3 
##                                 NOTREPORTED 
##                                           3 
##                         OKLAHOMA STATE UNIV 
##                                           3 
##                           OLD DOMINION UNIV 
##                                           3 
##                                 POMONA COLL 
##                                           3 
##                         PONCE HLTH SCI UNIV 
##                                           3 
##                      ROCHESTER INST TECHNOL 
##                                           3 
##                              SALISBURY UNIV 
##                                           3 
##                             ST EDWARDS UNIV 
##                                           3 
##                         ST MARYS COLL CALIF 
##                                           3 
##                              UNIV AMSTERDAM 
##                                           3 
##                                UNIV CALGARY 
##                                           3 
##                    UNIV CALIF SANTA BARBARA 
##                                           3 
##                            UNIV CONNECTICUT 
##                                           3 
##                             UNIV EVANSVILLE 
##                                           3 
##                        UNIV FED SANTA MARIA 
##                                           3 
##                                 UNIV GUELPH 
##                                           3 
##                               UNIV ILLINOIS 
##                                           3 
##                  UNIV MASSACHUSETTS AMHERST 
##                                           3 
##                               UNIV PRETORIA 
##                                           3 
##                            UNIV PUGET SOUND 
##                                           3 
##                               UNIV RICHMOND 
##                                           3 
##                             UNIV SHERBROOKE 
##                                           3 
##                               UNIV SO CALIF 
##                                           3 
##                              UNIV ST THOMAS 
##                                           3 
##                               UNIV VIRGINIA 
##                                           3 
##                              UNIV W FLORIDA 
##                                           3 
##                            WAKE FOREST UNIV 
##                                           3 
##                          WILLIAM WOODS UNIV 
##                                           3 
##                       XAVIER UNIV LOUISIANA 
##                                           3 
##                        ADAM MICKIEWICZ UNIV 
##                                           2 
##                            ADAMS STATE UNIV 
##                                           2 
##                                 ALFRED UNIV 
##                                           2 
##                                ARCADIA UNIV 
##                                           2 
##                             BALL STATE UNIV 
##                                           2 
##                    BIRMINGHAM SOUTHERN COLL 
##                                           2 
##                                BRADLEY UNIV 
##                                           2 
##                               BUCKNELL UNIV 
##                                           2 
##                                 BUTLER UNIV 
##                                           2 
##                      CALIF STATE UNIV CHICO 
##                                           2 
##                 CALIF STATE UNIV LONG BEACH 
##                                           2 
##                CALIF STATE UNIV LOS ANGELES 
##                                           2 
##               CALIF STATE UNIV MONTEREY BAY 
##                                           2 
##                                 CALVIN COLL 
##                                           2 
##                                  COLLEGE PK 
##                                           2 
##                         COLORADO STATE UNIV 
##                                           2 
##            COLUMBIA UNIV COLL PHYS AND SURG 
##                                           2 
##                              CONCORDIA UNIV 
##                                           2 
##                            CONNECTICUT COLL 
##                                           2 
##                              CUNY YORK COLL 
##                                           2 
##                                   DREW UNIV 
##                                           2 
##                 FINGER LAKES COMMUNITY COLL 
##                                           2 
##                   FLINDERS UNIV S AUSTRALIA 
##                                           2 
##                           GEORGE MASON UNIV 
##                                           2 
##                                    GRAD CTR 
##                                           2 
##                     GRAND VALLEY STATE UNIV 
##                                           2 
##                      HARFORD COMMUNITY COLL 
##                                           2 
##                                HOFSTRA UNIV 
##                                           2 
##                            IDAHO STATE UNIV 
##                                           2 
##                    INDIANA UNIV PURDUE UNIV 
##                                           2 
##                               INST COMP SCI 
##                                           2 
##       JOHNS HOPKINS BLOOMBERG SCH PUBL HLTH 
##                                           2 
##                       JOHNS HOPKINS SCH MED 
##                                           2 
##                               KARLSTAD UNIV 
##                                           2 
##                    LAGUARDIA COMMUNITY COLL 
##                                           2 
##                                  LAMAR UNIV 
##                                           2 
##                         LANE COMMUNITY COLL 
##                                           2 
##                             LINDENWOOD UNIV 
##                                           2 
##                               LONG ISL UNIV 
##                                           2 
##                       LOYOLA MARYMOUNT UNIV 
##                                           2 
##                             MONTGOMERY COLL 
##                                           2 
##                             MT HOLYOKE COLL 
##                                           2 
##                             MUHLENBERG COLL 
##                                           2 
##                        N CAROLINA CENT UNIV 
##                                           2 
##                              NATL ACAD ENGN 
##                                           2 
##                               NATL ACAD MED 
##                                           2 
##                         NATL UNIV SINGAPORE 
##                                           2 
##                            NO ILLINOIS UNIV 
##                                           2 
##                   NORTH CAROLINA STATE UNIV 
##                                           2 
##                               NORTHWEST SCH 
##                                           2 
##                       OAKTON COMMUNITY COLL 
##                                           2 
##                         PENN STATE COLL MED 
##                                           2 
##                             PENN STATE UNIV 
##                                           2 
##                                 PITZER COLL 
##                                           2 
##                     PRAIRIE VIEW AANDM UNIV 
##                                           2 
##                             RES TRIANGLE PK 
##                                           2 
##                                   RICE UNIV 
##                                           2 
##                      SALK INST BIOL STUDIES 
##                                           2 
##                                SCRIPPS COLL 
##                                           2 
##                            SCRIPPS RES INST 
##                                           2 
##                           SIMON FRASER UNIV 
##                                           2 
##                     SOUTH DAKOTA STATE UNIV 
##                                           2 
##                             ST JOSEPHS UNIV 
##                                           2 
##                               ST MARYS COLL 
##                                           2 
##                      ST MARYS COLL MARYLAND 
##                                           2 
##                       SUNY UPSTATE MED UNIV 
##                                           2 
##                            SWEET BRIAR COLL 
##                                           2 
##                               SYRACUSE UNIV 
##                                           2 
##                TECHNION ISRAEL INST TECHNOL 
##                                           2 
##                                   UMEA UNIV 
##                                           2 
##                                  UNITY COLL 
##                                           2 
##                                UNIV ALABAMA 
##                                           2 
##                               UNIV BORDEAUX 
##                                           2 
##                        UNIV CALIF RIVERSIDE 
##                                           2 
##                              UNIV GRONINGEN 
##                                           2 
##                                 UNIV HAWAII 
##                                           2 
##                           UNIV HAWAII MANOA 
##                                           2 
##                         UNIV INCARNATE WORD 
##                                           2 
##                                   UNIV IOWA 
##                                           2 
##                                 UNIV KANSAS 
##                                           2 
##                            UNIV NO COLORADO 
##                                           2 
##                          UNIV NORTH GEORGIA 
##                                           2 
##                               UNIV REDLANDS 
##                                           2 
##                       UNIV SCI PHILADELPHIA 
##                                           2 
##             UNIV TEXAS HLTH SCI CTR HOUSTON 
##                                           2 
##                                UNIV TORONTO 
##                                           2 
##                        UNIV WISCONSIN STOUT 
##                                           2 
##                             W VIRGINIA UNIV 
##                                           2 
##                              WELLESLEY COLL 
##                                           2 
##                                 WILKES UNIV 
##                                           2 
##                               WILLIAMS COLL 
##                                           2 
##                                WOFFORD COLL 
##                                           2 
##                        WORCESTER STATE UNIV 
##                                           2 
##            ALVIN AND LOIS LAPIDUS CANC INST 
##                                           1 
##                  AMER ASSOC ADVANCEMENT SCI 
##                                           1 
##                         AMER ASSOC CANC RES 
##                                           1 
##                          ARKANSAS TECH UNIV 
##                                           1 
##                             ASSOC AMER UNIV 
##                                           1 
##                             ASSOC WOMEN SCI 
##                                           1 
##                                  ASTON UNIV 
##                                           1 
##                              AUGUSTANA COLL 
##                                           1 
##                                 AUSTIN COLL 
##                                           1 
##                       AUSTIN COMMUNITY COLL 
##                                           1 
##                                  AWHINA RES 
##                                           1 
##                                  BACON ACAD 
##                                           1 
##               BALTIMORE CITY COMMUNITY COLL 
##                                           1 
##                                BARNARD COLL 
##                                           1 
##                                  BATES COLL 
##                                           1 
##                  BATON ROUGE COMMUNITY COLL 
##                                           1 
##                                 BAYLOR UNIV 
##                                           1 
##                             BELLARMINE UNIV 
##                                           1 
##                          BERKELEY CITY COLL 
##                                           1 
##                  BOARD CHEM SCI AND TECHNOL 
##                                           1 
##                                 BOSTON UNIV 
##                                           1 
##                    BOWLING GREEN STATE UNIV 
##                                           1 
##                   BRIGHAM YOUNG UNIV HAWAII 
##                                           1 
##                         BROWN DEER HIGH SCH 
##                                           1 
##                          BULACAN STATE UNIV 
##                                           1 
##                       BUTLER COMMUNITY COLL 
##                                           1 
##            CALIF STATE POLYTECH UNIV POMONA 
##                                           1 
##                            CALIF STATE UNIV 
##                                           1 
##                     CALIF STATE UNIV FRESNO 
##                                           1 
##                    CALIF STATE UNIV HAYWARD 
##                                           1 
##                 CALIF STATE UNIV NORTHRIDGE 
##                                           1 
##                 CALIF STATE UNIV SACRAMENTO 
##                                           1 
##             CALIF STATE UNIV SAN BERNARDINO 
##                                           1 
##                 CALIF STATE UNIV SAN MARCOS 
##                                           1 
##                       CALIF STATE UNIV SYST 
##                                           1 
##              CAMPBELL KIBLER ASSOCIATES INC 
##                                           1 
##                                 CANADA COLL 
##                                           1 
##                               CANISIUS COLL 
##                                           1 
##                  CARIL RES INST AND SCH MED 
##                                           1 
##                        CENT WASHINGTON UNIV 
##                                           1 
##                    CENTENARY COLL LOUISIANA 
##                                           1 
##                                 CHABOT COLL 
##                                           1 
##                         CHARLES UNIV PRAGUE 
##                                           1 
##           CINCINNATI CHILDRENS HOSP MED CTR 
##                                           1 
##                                   CITY COLL 
##                                           1 
##                     CITY COLL SAN FRANCISCO 
##                                           1 
##                       COASTAL CAROLINA UNIV 
##                                           1 
##                       COHEN RES AND EVALUAT 
##                                           1 
##                                  COLBY COLL 
##                                           1 
##                                COLGATE UNIV 
##                                           1 
##                             COLL CHARLESTON 
##                                           1 
##                                   COLL ENGN 
##                                           1 
##                       COLL GLOBAL PUBL HLTH 
##                                           1 
##                           COLL MARSHALL ISL 
##                                           1 
##                             COLL NEW JERSEY 
##                                           1 
##                              COLL SAN MATEO 
##                                           1 
##                              COLL SISKIYOUS 
##                                           1 
##                                 COLLIN COLL 
##                                           1 
##                     COLORADO CHRISTIAN UNIV 
##                                           1 
##                          COLORADO SCH MINES 
##                                           1 
##                    COLUMBIA SCH GEN STUDIES 
##                                           1 
##                                  COSTA COLL 
##                                           1 
##                                CTR CANC RES 
##                                           1 
##                         CTR EXCELLENCE EDUC 
##                                           1 
##                             CTR INCLUS EDUC 
##                                           1 
##            CTR SPECIAL STUDIES AND PROGRAMS 
##                                           1 
##                                 CURTIN UNIV 
##                                           1 
##                              DARTMOUTH COLL 
##                                           1 
##                DELAWARE TECH COMMUNITY COLL 
##                                           1 
##                             DEPT BIOMED SCI 
##                                           1 
##                              DEPT EARTH SCI 
##                                           1 
##                        DEPT SCI AND TECHNOL 
##                                           1 
##                               DEPT SCI BIOL 
##                                           1 
##                    DEPT VET AFFAIRS MED CTR 
##                                           1 
##                             DES MOINES UNIV 
##                                           1 
##                          DIABLO VALLEY COLL 
##                                           1 
##         DIABLO VALLEY COLL SAN RAMON CAMPUS 
##                                           1 
##                      DIV EARTH AND LIFE SCI 
##                                           1 
##                              DIVERSESCHOLAR 
##                                           1 
##                                  DOANE COLL 
##                                           1 
##                      DOLAN DNA LEARNING CTR 
##                                           1 
##                       EASTERN ILLINOIS UNIV 
##                                           1 
##                                    EDUC FDN 
##                                           1 
##                               ELMHURST COLL 
##                                           1 
##                                  EMORY CLIN 
##                                           1 
##                            EUGENE LANG COLL 
##                                           1 
##                                EVANGEL UNIV 
##                                           1 
##                           EVERETT COMM COLL 
##                                           1 
##                            FAC ARTS AND SCI 
##                                           1 
##               FED UNIV STATE RIO DE JANEIRO 
##                                           1 
##                          FLORIDA AANDM UNIV 
##                                           1 
##             FLORIDA SOUTHWESTERN STATE COLL 
##                                           1 
##                                     FRANCE. 
##                                           1 
##                         FRANCIS MARION UNIV 
##                                           1 
##                  FRANKLIN AND MARSHALL COLL 
##                                           1 
##                FRED HUTCHINSON CANC RES CTR 
##                                           1 
##                                  FUTURE RES 
##                                           1 
##                          GALEN COLL NURSING 
##                                           1 
##                        GARDEN CITY HIGH SCH 
##                                           1 
##                              GENOM MED INST 
##                                           1 
##                        GEORGIA INST TECHNOL 
##                                           1 
##                                GONZAGA UNIV 
##                                           1 
##                              GROVE SCH ENGN 
##                                           1 
##                         GUAM COMMUNITY COLL 
##                                           1 
##                                HAMLINE UNIV 
##                                           1 
##                              HAMPSHIRE COLL 
##                                           1 
##                     HARRIS STOWE STATE UNIV 
##                                           1 
##                               HARTWICK COLL 
##                                           1 
##               HARVARD GRAD SCH ARTS AND SCI 
##                                           1 
##                             HARVARD LAW SCH 
##                                           1 
##                             HARVARD MED SCH 
##                                           1 
##           HARVARD SMITHSONIAN CTR ASTROPHYS 
##                                           1 
##                           HASTINGS COLL LAW 
##                                           1 
##                              HAVERFORD COLL 
##                                           1 
##               HOBART AND WILLIAM SMITH COLL 
##                                           1 
##                                   HOPE COLL 
##                                           1 
##                                 HUNTER COLL 
##                                           1 
##                               ILLINOIS COLL 
##                                           1 
##                      INST BIOMED PHILOSOPHY 
##                                           1 
##                           INST LAB ANIM RES 
##                                           1 
##          IPN LEIBNIZ INST SCI AND MATH EDUC 
##                                           1 
##                       JACKSON LAB GENOM MED 
##                                           1 
##                          JACKSON STATE UNIV 
##                                           1 
##                               JOHN JAY COLL 
##                                           1 
##              JOHNS HOPKINS WHITING SCH ENGN 
##                                           1 
##                                JUNIATA COLL 
##                                           1 
##                           KANSAS STATE UNIV 
##                                           1 
##                    KAPIOLANI COMMUNITY COLL 
##                                           1 
##                KECK GRAD INST APPL LIFE SCI 
##                                           1 
##             KELLEY PETTERSON AND ASSOCIATES 
##                                           1 
##         KELLEY PETTERSON AND ASSOCIATES INC 
##                                           1 
##                         KENNESAW STATE UNIV 
##                                           1 
##                                 KENYON COLL 
##                                           1 
##                      KINGSBOROUGH COMM COLL 
##                                           1 
##                               KNUTH RES INC 
##                                           1 
##                         LAB RECH DIDACT SCI 
##                                           1 
##                                  LANEY COLL 
##                                           1 
##                            LAS POSITAS COLL 
##                                           1 
##                  LAWRENCE BERKELEY NATL LAB 
##                                           1 
##                               LAWRENCE UNIV 
##                                           1 
##                                 LEIDEN UNIV 
##                                           1 
##                        LEWIS AND CLARK COLL 
##                                           1 
##                             LINDEN HIGH SCH 
##                                           1 
##                               LINFIELD COLL 
##                                           1 
##                        LOCK HAVEN UNIV PENN 
##                                           1 
##                             LOMA LINDA UNIV 
##                                           1 
##                        LOYOLA UNIV MARYLAND 
##                                           1 
##                               MAKERERE UNIV 
##                                           1 
##                          MANKATO STATE UNIV 
##                                           1 
##                          MARCO POLO TECHNOL 
##                                           1 
##                              MARQUETTE UNIV 
##                                           1 
##                              MARYVILLE COLL 
##                                           1 
##       MASSACHUSETTS COLL PHARM AND HLTH SCI 
##                                           1 
##                   MASSANUTTEN GOVERNORS SCH 
##                                           1 
##                               MDBIO FDN INC 
##                                           1 
##           MED COLL WISCONSIN CENT WISCONSIN 
##                                           1 
##                                MEDANOS COLL 
##                                           1 
##                              MERRIMACK COLL 
##                                           1 
##                                MERRITT COLL 
##                                           1 
##                       MGH INST HLTH PROFESS 
##                                           1 
##              MILLERSVILLE UNIV PENNSYLVANIA 
##                                           1 
##                MINNESOTA STATE UNIV MANKATO 
##                                           1 
##                      MISSISSIPPI UNIV WOMEN 
##                                           1 
##                      MT HOOD COMMUNITY COLL 
##                                           1 
##                                          NA 
##                                           1 
##                    NATL BOARD MED EXAMINERS 
##                                           1 
##                     NATL CHANGHUA UNIV EDUC 
##                                           1 
##                        NATL CHIAO TUNG UNIV 
##                                           1 
## NATL GIRLS COLLABORAT PROJECT AND EDLAB GRP 
##                                           1 
##                      NATL INST FOOD AND AGR 
##                                           1 
##                            NATL JEWISH HLTH 
##                                           1 
##                       NATL SUN YAT SEN UNIV 
##                                           1 
##                                   NATL UNIV 
##                                           1 
##                              NATL UNIV CUYO 
##                                           1 
##                                NIAGARA UNIV 
##                                           1 
##                          NORFOLK STATE UNIV 
##                                           1 
##             NORTH CAROLINA SCH SCI AND MATH 
##                                           1 
##                             NORTH CENT COLL 
##                                           1 
##                      NORTHERN ILLINOIS UNIV 
##                                           1 
##                  NORTHWEST ASSOC BIOMED RES 
##                                           1 
##                                NOVA SE UNIV 
##                                           1 
##                        OBAFEMI AWOLOWO UNIV 
##                                           1 
##               OBERLIN COLL AND CONSERVATORY 
##                                           1 
##              OFF COMMUN AND NATL ACAD PRESS 
##                                           1 
##                                     OFF RES 
##                                           1 
##         OFF RES EVALUAT AND PROGRAM SUPPORT 
##                                           1 
##                          OHIO WESLEYAN UNIV 
##                                           1 
##                        OKLAHOMA MED RES FDN 
##                                           1 
##                         OREGON INST TECHNOL 
##                                           1 
##                           OSTEOPATH MED CTR 
##                                           1 
##                                   PACE UNIV 
##                                           1 
##                                PALOMAR COLL 
##                                           1 
##                 PHYSIOL EDUC RES CONSORTIUM 
##                                           1 
##                         PIMA COMMUNITY COLL 
##                                           1 
##                              PONCE RES INST 
##                                           1 
##                  PRINCE EDWARD CTY HIGH SCH 
##                                           1 
##                                 QUEENS UNIV 
##                                           1 
##                             QUINNIPIAC UNIV 
##                                           1 
##                                RADFORD UNIV 
##                                           1 
##                                   REED COLL 
##                                           1 
##                  ROANE STATE COMMUNITY COLL 
##                                           1 
##                                ROANOKE COLL 
##                                           1 
##                                ROLLINS COLL 
##                                           1 
##                    ROSE HULMAN INST TECHNOL 
##                                           1 
##                                  ROWAN UNIV 
##                                           1 
##                               RUSH MED COLL 
##                                           1 
##                                   RUSH UNIV 
##                                           1 
##                          RUTGERS STATE UNIV 
##                                           1 
##                           SACHEM HIGH SCH E 
##                                           1 
##                       SACRAMENTO STATE UNIV 
##                                           1 
##                                SAKARYA UNIV 
##                                           1 
##                            SALEM STATE UNIV 
##                                           1 
##                         SAMUEL MERRITT UNIV 
##                                           1 
##                         SAN JOSE STATE UNIV 
##                                           1 
##                               SANTA FE COLL 
##                                           1 
##                                    SCH BIOL 
##                                           1 
##                    SCH HIST TECHNOL AND SOC 
##                                           1 
##                                SCH LIFE SCI 
##                                           1 
##                            SCHOOLCRAFT COLL 
##                                           1 
##                        SCI MUSEUM MINNESOTA 
##                                           1 
##                  SCI RES AND TECHNOL BRANCH 
##                                           1 
##                       SEATTLE PUBL SCH DIST 
##                                           1 
##                          SHIPS RESOURCE CTR 
##                                           1 
##           SIMBIOT SOFTWARE TEACHING AND RES 
##                                           1 
##                               SKIDMORE COLL 
##                                           1 
##                            SO ILLINOIS UNIV 
##                                           1 
##                             SO VERMONT COLL 
##                                           1 
##                                 SOLANO COLL 
##                                           1 
##                    SOUTH GEORGIA STATE COLL 
##                                           1 
##              SOUTHWEST MINNESOTA STATE UNIV 
##                                           1 
##            ST CLOUD TECH AND COMMUNITY COLL 
##                                           1 
##                              ST DOMINIC SCH 
##                                           1 
##                         ST JOHN FISHER COLL 
##                                           1 
##                               ST JOHNS UNIV 
##                                           1 
##                               ST MARYS UNIV 
##                                           1 
##                                ST PAUL COLL 
##                                           1 
##                                SUFFOLK UNIV 
##                                           1 
##                                 SUNY ALBANY 
##                                           1 
##                           SUNY COLL GENESEO 
##                                           1 
##                      TENNESSEE TECHNOL UNIV 
##                                           1 
##                         TEXAS WESLEYAN UNIV 
##                                           1 
##                                 TOWSON UNIV 
##                                           1 
##                                 TULANE UNIV 
##                                           1 
##                                  UNION UNIV 
##                                           1 
##                               UNIV ARKANSAS 
##                                           1 
##                                UNIV BUFFALO 
##                                           1 
##                           UNIV BUFFALO SUNY 
##                                           1 
##                           UNIV CALIF MERCED 
##                                           1 
##                          UNIV CALIF OAKLAND 
##                                           1 
##                       UNIV CALIF SANTA CRUZ 
##                                           1 
##                             UNIV CANTERBURY 
##                                           1 
##                          UNIV CENT ARKANSAS 
##                                           1 
##                           UNIV CENT FLORIDA 
##                                           1 
##                                UNIV CHICAGO 
##                                           1 
##                           UNIV COLL UTRECHT 
##                                           1 
##                            UNIV CUMBERLANDS 
##                                           1 
##                          UNIV DETROIT MERCY 
##                                           1 
##                          UNIV DIST COLUMBIA 
##                                           1 
##                        UNIV EDUC HEIDELBERG 
##                                           1 
##                         UNIV FED RIO GRANDE 
##                                           1 
##                                  UNIV HAIFA 
##                                           1 
##                               UNIV HARTFORD 
##                                           1 
##                       UNIV HOUSTON DOWNTOWN 
##                                           1 
##                                 UNIV IBADAN 
##                                           1 
##                                  UNIV LEEDS 
##                                           1 
##                       UNIV LOUISIANA MONROE 
##                                           1 
##                             UNIV LOUISVILLE 
##                                           1 
##                                UNIV MARIBOR 
##                                           1 
##                        UNIV MARY WASHINGTON 
##                                           1 
##                                UNIV MEMPHIS 
##                                           1 
##                    UNIV MINNESOTA ROCHESTER 
##                                           1 
##                                UNIV MONTANA 
##                                           1 
##                               UNIV MONTREAL 
##                                           1 
##                              UNIV NACL CUYO 
##                                           1 
##                           UNIV NORTHWESTERN 
##                                           1 
##                               UNIV OKLAHOMA 
##                                           1 
##                                 UNIV OREGON 
##                                           1 
##                                   UNIV OSLO 
##                                           1 
##                                 UNIV OTTAWA 
##                                           1 
##                                   UNIV PENN 
##                                           1 
##                               UNIV PORTLAND 
##                                           1 
##                               UNIV POTIGUAR 
##                                           1 
##                      UNIV PUERTO RICO CAYEY 
##                                           1 
##                   UNIV PUERTO RICO MAYAGUEZ 
##                                           1 
##                              UNIV RHODE ISL 
##                                           1 
##                              UNIV SAN DIEGO 
##                                           1 
##            UNIV SCI TECH AND TECHNOL BAMAKO 
##                                           1 
##                         UNIV SOUTH CAROLINA 
##                                           1 
##                            UNIV SOUTHAMPTON 
##                                           1 
##                         UNIV SOUTHERN CALIF 
##                                           1 
##                                  UNIV TAMPA 
##                                           1 
##         UNIV TEXAS HLTH SCI CTR SAN ANTONIO 
##                                           1 
##                    UNIV TORONTO MISSISSAUGA 
##                                           1 
##                             UNIV VIRGIN ISL 
##                                           1 
##                           UNIV WEST FLORIDA 
##                                           1 
##                                UNIV WYOMING 
##                                           1 
##                         VALDOSTA STATE UNIV 
##                                           1 
##                     VANDERBILT CTR TEACHING 
##                                           1 
##                                 VASSAR COLL 
##                                           1 
##                    VICTORIA UNIV WELLINGTON 
##                                           1 
##                  VIRGINIA COMMONWEALTH UNIV 
##                                           1 
##                               VIRGINIA TECH 
##                                           1 
##              VOLUNTEER STATE COMMUNITY COLL 
##                                           1 
##                            WALLA WALLA UNIV 
##                                           1 
##                         WASHINGTON HIGH SCH 
##                                           1 
##                     WAUWATOSA WEST HIGH SCH 
##                                           1 
##                            WAYNE STATE UNIV 
##                                           1 
##                WEILL CORNELL MED COLL QATAR 
##                                           1 
##                           WEIZMANN INST SCI 
##                                           1 
##                               WESLEYAN UNIV 
##                                           1 
##                       WESTERN CAROLINA UNIV 
##                                           1 
##                WESTERN NORWAY UNIV APPL SCI 
##                                           1 
##             WESTERN VIRGINIA COMMUNITY COLL 
##                                           1 
##                      WHATCOM COMMUNITY COLL 
##                                           1 
##                                WHEATON COLL 
##                                           1 
##                          WICHITA STATE UNIV 
##                                           1 
##     WILLIAM S MIDDLETON MEM VET ADM MED CTR 
##                                           1 
##                WILLIAM S MIDDLETON VET HOSP 
##                                           1 
##                      WISCONSIN CTR EDUC RES 
##                                           1 
##                        WORCESTER STATE COLL 
##                                           1 
##                                   YORK COLL 
##                                           1 
##                       YOUNGSTOWN STATE UNIV 
##                                           1 
## 
## $Aff_frac
##                                     Affiliation   Frequency
## 470                               UNIV COLORADO 26.97751040
## 273                         MICHIGAN STATE UNIV 24.80569986
## 570                             UNIV WASHINGTON 22.62817460
## 482                                UNIV GEORGIA 22.59852092
## 381                    SAN FRANCISCO STATE UNIV 21.29877680
## 572                              UNIV WISCONSIN 20.90523088
## 11                           ARIZONA STATE UNIV 14.45992063
## 304                                NATL SCI FDN 10.90000000
## 356                                 PURDUE UNIV 10.39405080
## 511                              UNIV MINNESOTA 10.14682540
## 450                       UNIV BRITISH COLUMBIA 10.08333333
## 146                                  EMORY UNIV  9.19047619
## 504                               UNIV MARYLAND  8.40073260
## 519                               UNIV NEBRASKA  8.39520308
## 580                             VANDERBILT UNIV  8.07692308
## 456                           UNIV CALIF IRVINE  7.58333333
## 557                              UNIV TENNESSEE  7.41336996
## 558                           UNIV TEXAS AUSTIN  7.10233382
## 457                      UNIV CALIF LOS ANGELES  7.01023425
## 280                          MONTANA STATE UNIV  6.97777778
## 446                                UNIV ARIZONA  6.36834734
## 293                         N DAKOTA STATE UNIV  6.20000000
## 139                                   DUKE UNIV  6.04123483
## 501                                  UNIV MAINE  5.90674603
## 157                            FLORIDA INT UNIV  5.87857143
## 505                 UNIV MARYLAND BALTIMORE CTY  5.67916667
## 517                             UNIV N CAROLINA  5.62619048
## 620                                   YALE UNIV  5.43333333
## 121                               DAVIDSON COLL  5.33333333
## 546                              UNIV S FLORIDA  4.99368687
## 591                             WASHINGTON UNIV  4.95564893
## 438                                  TUFTS UNIV  4.91666667
## 559                          UNIV TEXAS EL PASO  4.88852814
## 455                            UNIV CALIF DAVIS  4.65292906
## 474                               UNIV DELAWARE  4.61904762
## 565                                   UNIV UTAH  4.61764706
## 41                           BRIGHAM YOUNG UNIV  4.30555556
## 461                        UNIV CALIF SAN DIEGO  4.20150410
## 541                             UNIV QUEENSLAND  4.10000000
## 590                       WASHINGTON STATE UNIV  3.65476190
## 333                             OHIO STATE UNIV  3.64285714
## 353                         PORTLAND STATE UNIV  3.33333333
## 318                     NORTH DAKOTA STATE UNIV  3.00000000
## 324                                 NOTREPORTED  3.00000000
## 495                               UNIV KENTUCKY  3.00000000
## 573                      UNIV WISCONSIN MADISON  3.00000000
## 200                      HOWARD HUGHES MED INST  2.85416667
## 32                                  BETHEL UNIV  2.77777778
## 179                               GRINNELL COLL  2.76266340
## 525                      UNIV NORTHERN COLORADO  2.73809524
## 454                         UNIV CALIF BERKELEY  2.71982960
## 462                    UNIV CALIF SAN FRANCISCO  2.62202381
## 435               THOMAS H GOSNELL SCH LIFE SCI  2.61729798
## 166                              GALLAUDET UNIV  2.59090909
## 415                               ST LOUIS UNIV  2.56666667
## 205                           INDIANA UNIV PENN  2.55000000
## 297                               NATL ACAD SCI  2.53525641
## 310                       NEW MEXICO STATE UNIV  2.50000000
## 312                             NO ARIZONA UNIV  2.50000000
## 140                      E TENNESSEE STATE UNIV  2.47619048
## 272                                  MIAMI UNIV  2.45238095
## 422                               STANFORD UNIV  2.43269096
## 122                                DE ANZA COLL  2.40725806
## 437                           TRUMAN STATE UNIV  2.40476190
## 380                        SAN DIEGO STATE UNIV  2.39285714
## 514                               UNIV MISSOURI  2.36666667
## 599                          WEST VIRGINIA UNIV  2.33333333
## 35                               BOARD LIFE SCI  2.24358974
## 173                       GEORGIA GWINNETT COLL  2.21428571
## 319                           NORTHEASTERN UNIV  2.16666667
## 537                            UNIV PUERTO RICO  2.15000000
## 109                                CORNELL UNIV  2.14924242
## 481                                UNIV FLORIDA  2.12500000
## 284                              MOREHOUSE COLL  2.06666667
## 210                             IOWA STATE UNIV  2.05000000
## 601                       WESTERN MICHIGAN UNIV  2.05000000
## 214                          JAMES MADISON UNIV  2.00000000
## 308                         NATL UNIV SINGAPORE  2.00000000
## 339                           OREGON STATE UNIV  2.00000000
## 496                                   UNIV KIEL  2.00000000
## 497                               UNIV LA VERNE  2.00000000
## 513                  UNIV MINNESOTA TWIN CITIES  2.00000000
## 542                               UNIV REDLANDS  2.00000000
## 587                            WAKE FOREST UNIV  2.00000000
## 204                                INDIANA UNIV  1.91666667
## 618                           WRIGHT STATE UNIV  1.91666667
## 349                    POINT LOMA NAZARENE UNIV  1.75555556
## 448                                 UNIV BERGEN  1.75000000
## 510                               UNIV MICHIGAN  1.73333333
## 193                            HARVEY MUDD COLL  1.72619048
## 44                                   BROWN UNIV  1.71250000
## 521                             UNIV NEW MEXICO  1.68928571
## 289                           MURRAY STATE UNIV  1.66666667
## 40                                BRANDEIS UNIV  1.66666667
## 566                                UNIV UTRECHT  1.66666667
## 533                             UNIV PITTSBURGH  1.63472222
## 74                                CARLETON COLL  1.60000000
## 192                                HARVARD UNIV  1.60000000
## 257                                 MARIAN UNIV  1.58333333
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## 170                      GEORGE WASHINGTON UNIV  0.04599673
## 219                        JOHNSON C SMITH UNIV  0.04599673
## 252                                 LUTHER COLL  0.04599673
## 262                               MCDANIEL COLL  0.04599673
## 281                        MONTCLAIR STATE UNIV  0.04599673
## 283                               MORAVIAN COLL  0.04599673
## 309                   NEW MEXICO HIGHLANDS UNIV  0.04599673
## 411                             ST EDWARDS UNIV  0.04599673
## 417                         ST MARYS COLL CALIF  0.04599673
## 478                             UNIV EVANSVILLE  0.04599673
## 555                              UNIV ST THOMAS  0.04599673
## 569                              UNIV W FLORIDA  0.04599673
## 612                          WILLIAM WOODS UNIV  0.04599673
## 18                        AUSTIN COMMUNITY COLL  0.04166667
## 48                        BUTLER COMMUNITY COLL  0.04166667
## 123                DELAWARE TECH COMMUNITY COLL  0.04166667
## 133         DIABLO VALLEY COLL SAN RAMON CAMPUS  0.04166667
## 152                            FAC ARTS AND SCI  0.04166667
## 158             FLORIDA SOUTHWESTERN STATE COLL  0.04166667
## 222                    KAPIOLANI COMMUNITY COLL  0.04166667
## 303                            NATL JEWISH HLTH  0.04166667
## 383                               SANTA FE COLL  0.04166667
## 585              VOLUNTEER STATE COMMUNITY COLL  0.04166667
## 354                     PRAIRIE VIEW AANDM UNIV  0.03349673
## 31                           BERKELEY CITY COLL  0.03225806
## 70                                  CANADA COLL  0.03225806
## 79                                  CHABOT COLL  0.03225806
## 83                      CITY COLL SAN FRANCISCO  0.03225806
## 96                               COLL SAN MATEO  0.03225806
## 110                                  COSTA COLL  0.03225806
## 132                          DIABLO VALLEY COLL  0.03225806
## 225             KELLEY PETTERSON AND ASSOCIATES  0.03225806
## 236                            LAS POSITAS COLL  0.03225806
## 260       MASSACHUSETTS COLL PHARM AND HLTH SCI  0.03225806
## 268                                MEDANOS COLL  0.03225806
## 270                                MERRITT COLL  0.03225806
## 287                      MT HOOD COMMUNITY COLL  0.03225806
## 343                                PALOMAR COLL  0.03225806
## 373                       SACRAMENTO STATE UNIV  0.03225806
## 379                         SAMUEL MERRITT UNIV  0.03225806
## 403                                 SOLANO COLL  0.03225806
## 554                         UNIV SOUTHERN CALIF  0.03225806
## 118                              CUNY YORK COLL  0.03210784
## 250                       LOYOLA MARYMOUNT UNIV  0.03210784
## 178                     GRAND VALLEY STATE UNIV  0.02777778
## 2                              ADAMS STATE UNIV  0.02638889
## 10                                 ARCADIA UNIV  0.02638889
## 61                CALIF STATE UNIV MONTEREY BAY  0.02638889
## 68                                  CALVIN COLL  0.02638889
## 197                                HOFSTRA UNIV  0.02638889
## 232                    LAGUARDIA COMMUNITY COLL  0.02638889
## 242                             LINDENWOOD UNIV  0.02638889
## 288                             MUHLENBERG COLL  0.02638889
## 291                        N CAROLINA CENT UNIV  0.02638889
## 414                             ST JOSEPHS UNIV  0.02638889
## 416                               ST MARYS COLL  0.02638889
## 443                                UNIV ALABAMA  0.02638889
## 492                         UNIV INCARNATE WORD  0.02638889
## 609                                 WILKES UNIV  0.02638889
## 617                        WORCESTER STATE UNIV  0.02638889
## 17                                  AUSTIN COLL  0.01960784
## 165                          GALEN COLL NURSING  0.01960784
## 180                              GROVE SCH ENGN  0.01960784
## 187                               HARTWICK COLL  0.01960784
## 213                          JACKSON STATE UNIV  0.01960784
## 434                         TEXAS WESLEYAN UNIV  0.01960784
## 616                        WORCESTER STATE COLL  0.01960784
## 129                               DEPT SCI BIOL  0.01388889
## 475                          UNIV DETROIT MERCY  0.01388889
## 538                      UNIV PUERTO RICO CAYEY  0.01388889
## 539                   UNIV PUERTO RICO MAYAGUEZ  0.01388889
## 621                                   YORK COLL  0.01388889
## 126                             DEPT BIOMED SCI  0.01250000
## 243                               LINFIELD COLL  0.01250000
## 245                        LOCK HAVEN UNIV PENN  0.01250000
## 413                               ST JOHNS UNIV  0.01250000
## 423                                SUFFOLK UNIV  0.01250000
## 473                            UNIV CUMBERLANDS  0.01250000
## 
## $CO
##   [1] "USA"            "USA"            "USA"            "USA"           
##   [5] "USA"            "CANADA"         "USA"            "USA"           
##   [9] "USA"            "USA"            "USA"            "USA"           
##  [13] "USA"            "USA"            "USA"            "USA"           
##  [17] "USA"            "USA"            "USA"            "USA"           
##  [21] "USA"            "USA"            "USA"            "USA"           
##  [25] "USA"            "USA"            "USA"            "USA"           
##  [29] "USA"            "USA"            "USA"            "USA"           
##  [33] "USA"            "USA"            "USA"            "USA"           
##  [37] "USA"            "USA"            "USA"            "USA"           
##  [41] "USA"            "USA"            "USA"            "USA"           
##  [45] "USA"            "USA"            "USA"            "USA"           
##  [49] "USA"            "USA"            "USA"            "USA"           
##  [53] "USA"            "USA"            "USA"            "USA"           
##  [57] "USA"            "USA"            "USA"            "USA"           
##  [61] "USA"            "USA"            "USA"            "USA"           
##  [65] "USA"            "CANADA"         "USA"            "USA"           
##  [69] "USA"            "SWEDEN"         "USA"            "USA"           
##  [73] "USA"            "USA"            "USA"            "CANADA"        
##  [77] "USA"            "USA"            "USA"            "USA"           
##  [81] "USA"            "USA"            "USA"            "USA"           
##  [85] "USA"            "USA"            "USA"            "USA"           
##  [89] "USA"            "USA"            "USA"            "USA"           
##  [93] "USA"            "USA"            "USA"            "USA"           
##  [97] "USA"            "USA"            "USA"            "USA"           
## [101] "USA"            "USA"            "ISRAEL"         "USA"           
## [105] "USA"            "SOUTH AFRICA"   "USA"            "USA"           
## [109] "USA"            "USA"            "SWEDEN"         "USA"           
## [113] "USA"            "USA"            "USA"            "USA"           
## [117] "USA"            "USA"            "USA"            "USA"           
## [121] "NORWAY"         "USA"            "USA"            "USA"           
## [125] "USA"            "USA"            "USA"            "USA"           
## [129] "USA"            "USA"            "USA"            "USA"           
## [133] "USA"            "CANADA"         "USA"            "USA"           
## [137] "USA"            "USA"            "GERMANY"        "USA"           
## [141] "USA"            "USA"            "USA"            "USA"           
## [145] "USA"            "USA"            "USA"            "USA"           
## [149] "USA"            "USA"            "NEW ZEALAND"    "USA"           
## [153] "USA"            "USA"            "USA"            "USA"           
## [157] "USA"            "USA"            "USA"            "USA"           
## [161] "USA"            "USA"            "USA"            "NORWAY"        
## [165] "USA"            "USA"            "USA"            "USA"           
## [169] "USA"            "USA"            "USA"            "USA"           
## [173] "USA"            "CANADA"         "USA"            "USA"           
## [177] "USA"            "USA"            "USA"            "USA"           
## [181] "USA"            "USA"            "USA"            "USA"           
## [185] "USA"            "USA"            "USA"            "USA"           
## [189] "USA"            "USA"            "USA"            "CANADA"        
## [193] "USA"            "USA"            "USA"            "USA"           
## [197] "USA"            "USA"            "USA"            "USA"           
## [201] "NIGERIA"        "USA"            "USA"            "USA"           
## [205] "USA"            "USA"            "GERMANY"        "USA"           
## [209] "CZECH REPUBLIC" "USA"            "USA"            "USA"           
## [213] "USA"            "USA"            "USA"            "USA"           
## [217] "USA"            "USA"            "USA"            "USA"           
## [221] "AUSTRALIA"      "USA"            "USA"            "USA"           
## [225] "USA"            "USA"            "USA"            "USA"           
## [229] "USA"            "USA"            "USA"            "USA"           
## [233] "USA"            "USA"            "USA"            "USA"           
## [237] "USA"            "USA"            "USA"            "USA"           
## [241] "USA"            "USA"            "USA"            "USA"           
## [245] "USA"            "USA"            "POLAND"         "USA"           
## [249] "USA"            "USA"            "USA"            "USA"           
## [253] "USA"            "USA"            "USA"            "USA"           
## [257] "AUSTRALIA"      "USA"            "USA"            "USA"           
## [261] "USA"            "USA"            "USA"            "USA"           
## [265] "USA"            "USA"            "CANADA"         "USA"           
## [269] "USA"            "NETHERLANDS"    "USA"            "USA"           
## [273] "USA"            "USA"            "USA"            "USA"           
## [277] "USA"            "USA"            "USA"            "USA"           
## [281] "USA"            "USA"            "USA"            "USA"           
## [285] "USA"            "USA"            "USA"            "USA"           
## [289] "USA"            "USA"            "USA"            "USA"           
## [293] "USA"            "USA"            "USA"            "USA"           
## [297] "USA"            "USA"            "USA"            "USA"           
## [301] "USA"            "USA"            "USA"            "USA"           
## [305] "USA"            "USA"            "USA"            "AUSTRALIA"     
## [309] "USA"            "USA"            "USA"            "USA"           
## [313] "USA"            "USA"            "USA"            "USA"           
## [317] "USA"            "USA"            "USA"            "USA"           
## [321] "USA"            "USA"            "USA"            "USA"           
## [325] "USA"            "USA"            "USA"            "GERMANY"       
## [329] "USA"            "CANADA"         "USA"            "USA"           
## [333] "USA"            "USA"            "USA"            "USA"           
## [337] "USA"            "USA"            "USA"            "USA"           
## [341] "USA"            "USA"            "USA"            "USA"           
## [345] "USA"            "CANADA"         "USA"            "USA"           
## [349] "USA"            "USA"            "USA"            "USA"           
## [353] "USA"            "NETHERLANDS"    "USA"            "USA"           
## [357] "USA"            "USA"            "USA"            "USA"           
## [361] "USA"            "USA"            "USA"            "USA"           
## [365] "USA"            "USA"            "USA"            "USA"           
## [369] "USA"            "USA"            "USA"            "USA"           
## [373] "USA"            "USA"            "USA"            "USA"           
## [377] "USA"            "USA"            "USA"            "USA"           
## [381] "USA"            "USA"            "USA"            "USA"           
## [385] "USA"            "USA"            "USA"            "USA"           
## [389] "USA"            "USA"            "USA"            "USA"           
## [393] "USA"            "USA"            "USA"            "USA"           
## [397] "USA"            "USA"            "USA"            "USA"           
## [401] "USA"            "USA"            "USA"            "TAIWAN"        
## [405] "CANADA"         "USA"            "USA"            "USA"           
## [409] "USA"            "USA"            "USA"            "USA"           
## [413] "USA"            "USA"            "USA"            "USA"           
## [417] "USA"            "NETHERLANDS"    "USA"            "USA"           
## [421] "USA"            "USA"            "USA"            "CANADA"        
## [425] "USA"            "USA"            "USA"            "USA"           
## [429] "USA"            "PHILIPPINES"    "USA"            "USA"           
## [433] "USA"            "USA"            "USA"            "USA"           
## [437] "USA"            "USA"            "USA"            "USA"           
## [441] "USA"            "USA"            "USA"            "USA"           
## [445] "USA"            "USA"            "CANADA"         "USA"           
## [449] "USA"            "USA"            "USA"            "USA"           
## [453] "BRAZIL"         "USA"            "USA"            "USA"           
## [457] "USA"            "USA"            "USA"            "SINGAPORE"     
## [461] "SWEDEN"         "USA"            "USA"            "USA"           
## [465] "USA"            "USA"            "USA"            "USA"           
## [469] "USA"            "USA"            "USA"            "USA"           
## [473] "USA"            "USA"            "USA"            "USA"           
## [477] "USA"            "USA"            "USA"            "USA"           
## [481] "USA"            "USA"            "USA"            "USA"           
## [485] "USA"            "USA"            "USA"            "USA"           
## [489] "USA"            "USA"            "USA"            "USA"           
## [493] "USA"            "USA"            "USA"            "CANADA"        
## [497] "USA"            "USA"            "USA"            "USA"           
## [501] "USA"            "USA"            "USA"            "ISRAEL"        
## [505] "USA"            "USA"            "FRANCE"         "USA"           
## [509] "USA"            "USA"            "USA"            NA              
## [513] "USA"            "USA"            "USA"            "USA"           
## [517] "USA"            "USA"            "USA"            "USA"           
## [521] "USA"            "USA"            "USA"            "USA"           
## [525] "USA"            "USA"            "ARGENTINA"      "USA"           
## [529] "USA"            "USA"            "USA"            "USA"           
## [533] "USA"            "USA"            "USA"            "USA"           
## [537] "USA"            "USA"            "USA"            "USA"           
## [541] "USA"            "NEW ZEALAND"    "USA"            "USA"           
## [545] "USA"            "USA"            "USA"            "USA"           
## [549] "USA"            "USA"            "USA"            "USA"           
## [553] "USA"            "USA"            "USA"            "MEXICO"        
## [557] "USA"            "USA"            "USA"            "USA"           
## [561] "USA"            "USA"            "USA"            "USA"           
## [565] "NETHERLANDS"    "USA"            "USA"            "USA"           
## [569] "USA"            "USA"            "USA"            "USA"           
## [573] "USA"            "USA"            "USA"            "USA"           
## [577] "USA"            "USA"            "USA"            "CANADA"        
## [581] "USA"            "USA"            "USA"            "USA"           
## [585] "USA"            "USA"            "USA"            "USA"           
## [589] "USA"            "SLOVENIA"       "USA"            "USA"           
## [593] "USA"            "USA"            "USA"            "USA"           
## [597] "USA"            "USA"            "USA"            "AUSTRALIA"     
## [601] "USA"            "USA"            "USA"            "USA"           
## [605] "USA"            "USA"            "USA"            "USA"           
## [609] "USA"            "USA"            "USA"            "USA"           
## [613] "USA"            "USA"            "USA"            "USA"           
## [617] "SWEDEN"         "USA"            "USA"            "USA"           
## [621] "USA"            "SINGAPORE"      "USA"            "USA"           
## [625] "USA"            "USA"            "BRAZIL"         "USA"           
## [629] "MEXICO"         "MEXICO"         "USA"            "USA"           
## [633] "FRANCE"         "USA"            "USA"            "USA"           
## [637] "USA"            "USA"            "USA"            "USA"           
## [641] "USA"            "USA"            "USA"            "USA"           
## [645] "CANADA"         "CANADA"         "USA"            "USA"           
## [649] "USA"            "USA"            "USA"            "USA"           
## [653] "USA"            "USA"            "USA"            "USA"           
## [657] "USA"            "USA"            "USA"            "USA"           
## [661] "USA"            "USA"            "USA"            "USA"           
## [665] "USA"            "USA"            "CANADA"         "MEXICO"        
## [669] "USA"            "USA"            "USA"            "USA"           
## [673] "USA"            "USA"            "USA"            "USA"           
## [677] "USA"            "USA"            "USA"            "USA"           
## [681] "USA"            "USA"            "USA"            "USA"           
## [685] "USA"            "USA"            "USA"            "USA"           
## [689] "USA"            "USA"            "USA"            "USA"           
## [693] "USA"            "USA"            "USA"            "USA"           
## [697] "USA"            "USA"            "USA"            "USA"           
## [701] "USA"            "USA"            "USA"            "USA"           
## [705] "USA"            "USA"            "USA"            "USA"           
## [709] "USA"            "USA"            "USA"            "USA"           
## [713] "USA"            "USA"            "USA"            "USA"           
## [717] "USA"            "USA"            "USA"            "USA"           
## [721] "USA"            "USA"            "USA"            "USA"           
## [725] "USA"            "USA"            "USA"            "USA"           
## [729] "USA"            "USA"            "USA"            "USA"           
## [733] "USA"           
## 
## $Countries
## Tab
##            USA         CANADA      AUSTRALIA         MEXICO    NETHERLANDS 
##            676             17              4              4              4 
##         SWEDEN        GERMANY         BRAZIL         FRANCE         ISRAEL 
##              4              3              2              2              2 
##    NEW ZEALAND         NORWAY      SINGAPORE      ARGENTINA CZECH REPUBLIC 
##              2              2              2              1              1 
##        NIGERIA    PHILIPPINES         POLAND       SLOVENIA   SOUTH AFRICA 
##              1              1              1              1              1 
##         TAIWAN 
##              1 
## 
## $CountryCollaboration
##           Country SCP MCP
## 1             USA 653  23
## 2          CANADA  14   3
## 3       AUSTRALIA   4   0
## 4          MEXICO   4   0
## 5     NETHERLANDS   4   0
## 6          SWEDEN   2   2
## 7         GERMANY   2   1
## 8          BRAZIL   2   0
## 9          FRANCE   1   1
## 10         ISRAEL   2   0
## 11    NEW ZEALAND   1   1
## 12         NORWAY   2   0
## 13      SINGAPORE   2   0
## 14      ARGENTINA   0   1
## 15 CZECH REPUBLIC   0   1
## 16        NIGERIA   0   1
## 17    PHILIPPINES   1   0
## 18         POLAND   1   0
## 19       SLOVENIA   1   0
## 20   SOUTH AFRICA   1   0
## 21         TAIWAN   1   0
## 
## $TotalCitation
##   [1]   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0
##  [19]   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
##  [37]   0   0   0   2   0   0   0   0   0   1   1   2   0   0   0   0   0   1
##  [55]   1   0   0   0   0   0   0   1   3   3   1   0   2   1   0   3   0   2
##  [73]   0   0   0   1   0   2   1   3   2   2   1   0   0   2   0   1   0   0
##  [91]   1   1   5   2   3   0   0   0   3   0   4   0   3   2   3   0   0   0
## [109]  10   1   2   1   1   1  11   0   2   2   0   0   0   2   2   1   1   2
## [127]   2   1   4   0   1   2   1   6   1   2   6   0   1   3   9   5   6   0
## [145]   4   8   1   6   2   2   2   3   1   3   1   2   6   1   5   4   2   2
## [163]   5   2   2   2   0   2   1   4  15   5   5   4   0  13   1   4   5  10
## [181]   4   0   4   3   3   1   2   0   4  10   1   3  10  10   2   0   1  16
## [199]   1   1   9   8   3   1  11   4   5   3  10   6   1   8   3   3   0   2
## [217]   3   0   5   2   4   4   5   3   4   1   6   8   7  20   3   7   1   3
## [235]   4   5  10   2  18   2   0   4   3   1  13   2   1   1   0   2   1   2
## [253]  14   7   4  11  11   3  13  10   4   3   1  29  27  19   0   8   1   7
## [271]   4   3   5   3   3   2   1  13   4   2   3   4  16   2  19  12   4   2
## [289]   4   2   7   4   1  17   2   7  10   0  10  12  33   9   2  13  14   9
## [307]  10  14  11   8   3   3  10   0  10   5   2   0   6  17  17  57   5  16
## [325]  26   7   6   1  13   4   5  17  13   7  56  31   7  19   2   7  29  75
## [343]   9  17   2   8   4  12   2  12  10  17   5  41  18  26   9  19  47  31
## [361]  45   0  36   3   8  15   0  19  24   8  12   6  56  29  13   9  40  14
## [379]   1   7  30  29 184  46   4  35   7   5   4  13  18  13  24   3  28  13
## [397]  20  15   5   5  17  24   0  11  22   5  31 119  59  31  18  45  26  37
## [415]  12  16  17  11  25   7   2  13  16  11  26  57  25  11   9   8   2   7
## [433]  47  10  14 178  48  24  20  51  44   4  53 100  25  31  23  12   2   3
## [451]  16  67   0  21  20   4  10   5   1   7  16  10  12  15   4  22  12   8
## [469] 109  30  13  18   4   8   3   8  24   4  27  27   6   6  10  29   7   1
## [487]  13   2  36  15  12  24  28  22  38  20   2   8  10  20  65  44  21  13
## [505]   6  12  13  14   0   4   6  28  53   7  26  68  25   4  44   6   9   3
## [523]  21  19  53  19   2  18  33   7  10   9  24  21  13  34  67  24 144  21
## [541]  18   1  97   4  15  49  10  41  31  80  12  11   9   6  19   6   0  32
## [559] 103  17  16  18   9   6   9   7 103  42   8  27   0   4 102   6  71  44
## [577] 122  16  14  13   8  84  19  44   6  14   0   6  16  13   7  12  12  10
## [595]   2  19   4  19   7  25   7   4   6  40   5  10   3   3   1   3  13  22
## [613]   6  32  42  29  49  22  19  82  26   6  13  10   7   9   5  78  58   5
## [631] 185   2   7   6   6  15   0   0   5  12   8  33  11  39   4   9   4  63
## [649] 224   9  72  22 148   1  11   8  24  37  10   9  14   5   5   1  93   2
## [667]  25   9  11   4   8  23   3   1  13  15  21   4   1  11  93  17   4   2
## [685]  11   6   2   7  94  26   4  60  52   0  49  23  14   0   2   8   2   1
## [703]   0   4   0 149   0   2  14 116   9   3  10   8  58   0   3   5  13  53
## [721]  36  78   5  19  32  33   1   6  39   3   6   7   7
## 
## $TCperYear
##   [1]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
##   [7]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.50000000
##  [13]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
##  [19]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
##  [25]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
##  [31]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
##  [37]  0.00000000  0.00000000  0.00000000  1.00000000  0.00000000  0.00000000
##  [43]  0.00000000  0.00000000  0.00000000  0.50000000  0.50000000  1.00000000
##  [49]  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000  0.50000000
##  [55]  0.50000000  0.00000000  0.00000000  0.00000000  0.00000000  0.00000000
##  [61]  0.00000000  0.50000000  1.50000000  1.50000000  0.50000000  0.00000000
##  [67]  1.00000000  0.50000000  0.00000000  1.50000000  0.00000000  1.00000000
##  [73]  0.00000000  0.00000000  0.00000000  0.50000000  0.00000000  0.66666667
##  [79]  0.33333333  1.00000000  0.66666667  0.66666667  0.33333333  0.00000000
##  [85]  0.00000000  0.66666667  0.00000000  0.33333333  0.00000000  0.00000000
##  [91]  0.33333333  0.33333333  1.66666667  0.66666667  1.00000000  0.00000000
##  [97]  0.00000000  0.00000000  1.00000000  0.00000000  1.33333333  0.00000000
## [103]  1.00000000  0.66666667  1.00000000  0.00000000  0.00000000  0.00000000
## [109]  3.33333333  0.33333333  0.66666667  0.33333333  0.33333333  0.33333333
## [115]  3.66666667  0.00000000  0.66666667  0.66666667  0.00000000  0.00000000
## [121]  0.00000000  0.66666667  0.66666667  0.33333333  0.33333333  0.66666667
## [127]  0.66666667  0.33333333  1.33333333  0.00000000  0.33333333  0.66666667
## [133]  0.33333333  2.00000000  0.33333333  0.66666667  2.00000000  0.00000000
## [139]  0.33333333  1.00000000  3.00000000  1.66666667  2.00000000  0.00000000
## [145]  1.33333333  2.66666667  0.33333333  2.00000000  0.66666667  0.66666667
## [151]  0.66666667  1.00000000  0.33333333  1.00000000  0.33333333  0.66666667
## [157]  1.50000000  0.25000000  1.25000000  1.00000000  0.50000000  0.50000000
## [163]  1.25000000  0.50000000  0.50000000  0.50000000  0.00000000  0.50000000
## [169]  0.25000000  1.00000000  3.75000000  1.25000000  1.25000000  1.00000000
## [175]  0.00000000  3.25000000  0.25000000  1.00000000  1.25000000  2.50000000
## [181]  1.00000000  0.00000000  1.00000000  0.75000000  0.75000000  0.25000000
## [187]  0.50000000  0.00000000  1.00000000  2.50000000  0.25000000  0.75000000
## [193]  2.50000000  2.50000000  0.50000000  0.00000000  0.25000000  4.00000000
## [199]  0.25000000  0.25000000  2.25000000  2.00000000  0.75000000  0.25000000
## [205]  2.75000000  1.00000000  1.25000000  0.75000000  2.50000000  1.50000000
## [211]  0.25000000  2.00000000  0.75000000  0.75000000  0.00000000  0.50000000
## [217]  0.75000000  0.00000000  1.25000000  0.50000000  1.00000000  1.00000000
## [223]  1.25000000  0.75000000  1.00000000  0.25000000  1.50000000  2.00000000
## [229]  1.75000000  5.00000000  0.75000000  1.75000000  0.20000000  0.60000000
## [235]  0.80000000  1.00000000  2.00000000  0.40000000  3.60000000  0.40000000
## [241]  0.00000000  0.80000000  0.60000000  0.20000000  2.60000000  0.40000000
## [247]  0.20000000  0.20000000  0.00000000  0.40000000  0.20000000  0.40000000
## [253]  2.80000000  1.40000000  0.80000000  2.20000000  2.20000000  0.60000000
## [259]  2.60000000  2.00000000  0.80000000  0.60000000  0.20000000  5.80000000
## [265]  5.40000000  3.80000000  0.00000000  1.60000000  0.20000000  1.40000000
## [271]  0.80000000  0.60000000  1.00000000  0.60000000  0.60000000  0.40000000
## [277]  0.20000000  2.60000000  0.80000000  0.40000000  0.60000000  0.80000000
## [283]  3.20000000  0.40000000  3.80000000  2.40000000  0.80000000  0.40000000
## [289]  0.80000000  0.40000000  1.40000000  0.80000000  0.20000000  3.40000000
## [295]  0.40000000  1.40000000  2.00000000  0.00000000  2.00000000  2.40000000
## [301]  6.60000000  1.80000000  0.40000000  2.60000000  2.80000000  1.80000000
## [307]  2.00000000  2.80000000  2.20000000  1.60000000  0.60000000  0.60000000
## [313]  2.00000000  0.00000000  2.00000000  1.00000000  0.40000000  0.00000000
## [319]  1.20000000  3.40000000  3.40000000 11.40000000  1.00000000  3.20000000
## [325]  5.20000000  1.40000000  1.20000000  0.20000000  2.60000000  0.80000000
## [331]  1.00000000  3.40000000  2.60000000  1.16666667  9.33333333  5.16666667
## [337]  1.16666667  3.16666667  0.33333333  1.16666667  4.83333333 12.50000000
## [343]  1.50000000  2.83333333  0.33333333  1.33333333  0.66666667  2.00000000
## [349]  0.33333333  2.00000000  1.66666667  2.83333333  0.83333333  6.83333333
## [355]  3.00000000  4.33333333  1.50000000  3.16666667  7.83333333  5.16666667
## [361]  7.50000000  0.00000000  6.00000000  0.50000000  1.33333333  2.50000000
## [367]  0.00000000  3.16666667  4.00000000  1.33333333  2.00000000  1.00000000
## [373]  9.33333333  4.83333333  2.16666667  1.50000000  6.66666667  2.33333333
## [379]  0.16666667  1.16666667  5.00000000  4.83333333 30.66666667  7.66666667
## [385]  0.57142857  5.00000000  1.00000000  0.71428571  0.57142857  1.85714286
## [391]  2.57142857  1.85714286  3.42857143  0.42857143  4.00000000  1.85714286
## [397]  2.85714286  2.14285714  0.71428571  0.71428571  2.42857143  3.42857143
## [403]  0.00000000  1.57142857  3.14285714  0.71428571  4.42857143 17.00000000
## [409]  8.42857143  4.42857143  2.57142857  6.42857143  3.71428571  5.28571429
## [415]  1.71428571  2.28571429  2.42857143  1.57142857  3.57142857  1.00000000
## [421]  0.28571429  1.85714286  2.28571429  1.57142857  3.71428571  8.14285714
## [427]  3.57142857  1.57142857  1.28571429  1.14285714  0.28571429  1.00000000
## [433]  6.71428571  1.42857143  2.00000000 25.42857143  6.85714286  3.42857143
## [439]  2.85714286  7.28571429  6.28571429  0.50000000  6.62500000 12.50000000
## [445]  3.12500000  3.87500000  2.87500000  1.50000000  0.25000000  0.37500000
## [451]  2.00000000  8.37500000  0.00000000  2.62500000  2.50000000  0.50000000
## [457]  1.25000000  0.62500000  0.12500000  0.87500000  2.00000000  1.25000000
## [463]  1.50000000  1.87500000  0.50000000  2.75000000  1.50000000  1.00000000
## [469] 13.62500000  3.75000000  1.62500000  2.25000000  0.50000000  1.00000000
## [475]  0.37500000  1.00000000  3.00000000  0.50000000  3.37500000  3.37500000
## [481]  0.75000000  0.75000000  1.25000000  3.62500000  0.87500000  0.12500000
## [487]  1.62500000  0.25000000  4.50000000  1.87500000  1.50000000  3.00000000
## [493]  3.50000000  2.75000000  4.75000000  2.50000000  0.25000000  1.00000000
## [499]  1.25000000  2.22222222  7.22222222  4.88888889  2.33333333  1.44444444
## [505]  0.66666667  1.33333333  1.44444444  1.55555556  0.00000000  0.44444444
## [511]  0.66666667  3.11111111  5.88888889  0.77777778  2.88888889  7.55555556
## [517]  2.77777778  0.44444444  4.88888889  0.66666667  1.00000000  0.33333333
## [523]  2.33333333  2.11111111  5.88888889  2.11111111  0.22222222  2.00000000
## [529]  3.66666667  0.77777778  1.11111111  1.00000000  2.66666667  2.33333333
## [535]  1.30000000  3.40000000  6.70000000  2.40000000 14.40000000  2.10000000
## [541]  1.80000000  0.10000000  9.70000000  0.40000000  1.50000000  4.90000000
## [547]  1.00000000  4.10000000  3.10000000  8.00000000  1.20000000  1.10000000
## [553]  0.90000000  0.60000000  1.90000000  0.60000000  0.00000000  3.20000000
## [559] 10.30000000  1.70000000  1.60000000  1.80000000  0.90000000  0.60000000
## [565]  0.90000000  0.70000000 10.30000000  4.20000000  0.72727273  2.45454545
## [571]  0.00000000  0.36363636  9.27272727  0.54545455  6.45454545  4.00000000
## [577] 11.09090909  1.45454545  1.27272727  1.18181818  0.72727273  7.63636364
## [583]  1.72727273  4.00000000  0.54545455  1.27272727  0.00000000  0.54545455
## [589]  1.45454545  1.18181818  0.63636364  1.09090909  1.09090909  0.90909091
## [595]  0.18181818  1.72727273  0.36363636  1.72727273  0.63636364  2.27272727
## [601]  0.63636364  0.36363636  0.54545455  3.63636364  0.45454545  0.90909091
## [607]  0.27272727  0.27272727  0.09090909  0.27272727  1.18181818  2.00000000
## [613]  0.54545455  2.90909091  3.81818182  2.63636364  4.45454545  2.00000000
## [619]  1.72727273  7.45454545  2.16666667  0.50000000  1.08333333  0.83333333
## [625]  0.58333333  0.75000000  0.41666667  6.50000000  4.83333333  0.41666667
## [631] 15.41666667  0.16666667  0.58333333  0.50000000  0.50000000  1.25000000
## [637]  0.00000000  0.00000000  0.41666667  1.00000000  0.66666667  2.75000000
## [643]  0.91666667  3.25000000  0.33333333  0.75000000  0.33333333  4.84615385
## [649] 17.23076923  0.69230769  5.53846154  1.69230769 11.38461538  0.07692308
## [655]  0.84615385  0.61538462  1.84615385  2.84615385  0.76923077  0.69230769
## [661]  1.07692308  0.38461538  0.38461538  0.07692308  7.15384615  0.15384615
## [667]  1.92307692  0.69230769  0.84615385  0.30769231  0.61538462  1.76923077
## [673]  0.23076923  0.07692308  1.00000000  1.15384615  1.61538462  0.30769231
## [679]  0.07692308  0.84615385  7.15384615  1.30769231  1.33333333  0.50000000
## [685]  2.20000000  1.00000000  0.33333333  1.00000000 13.42857143  3.71428571
## [691]  0.57142857  8.57142857  6.50000000  0.00000000  6.12500000  2.87500000
## [697]  1.75000000  0.00000000  0.25000000  1.00000000  0.25000000  0.12500000
## [703]  0.00000000  0.44444444  0.00000000 16.55555556  0.00000000  0.22222222
## [709]  1.55555556 12.88888889  1.00000000  0.33333333  1.00000000  0.80000000
## [715]  5.80000000  0.00000000  0.27272727  0.45454545  1.18181818  4.81818182
## [721]  3.27272727  7.09090909  0.41666667  1.58333333  2.66666667  2.75000000
## [727]  0.08333333  0.46153846  3.00000000  0.23076923  0.46153846  0.53846154
## [733]  0.53846154
## 
## $Sources
## CBE-LIFE SCIENCES EDUCATION 
##                         733 
## 
## $DE
## NULL
## 
## $ID
## Tab
##                                  SCIENCE 
##                                      209 
##                                EDUCATION 
##                                      121 
##                                 STUDENTS 
##                                      114 
##                                  BIOLOGY 
##                                       92 
##                              PERFORMANCE 
##                                       88 
##                                KNOWLEDGE 
##                                       61 
##                              ACHIEVEMENT 
##                                       48 
##                                 BENEFITS 
##                                       44 
##                              MATHEMATICS 
##                                       42 
##                                   IMPACT 
##                                       41 
##                                CLASSROOM 
##                                       40 
##                                  FACULTY 
##                                       40 
##                           MISCONCEPTIONS 
##                                       33 
##                              PERCEPTIONS 
##                                       33 
##                            SELF-EFFICACY 
##                                       33 
##                                  COLLEGE 
##                                       32 
##                                 THINKING 
##                                       32 
##                                 GENETICS 
##                                       31 
##                              INSTRUCTION 
##                                       29 
##                                ATTITUDES 
##                                       28 
##                         COLLEGE-STUDENTS 
##                                       28 
##                                  INQUIRY 
##                                       28 
##                              EXPERIENCES 
##                                       26 
##                        NATURAL-SELECTION 
##                                       25 
##                                    WOMEN 
##                                       25 
##                                CHEMISTRY 
##                                       24 
##                                    MODEL 
##                                       24 
##                               MOTIVATION 
##                                       24 
##                                     PEER 
##                                       24 
##                                 IDENTITY 
##                                       23 
##                                INVENTORY 
##                                       23 
##                     RESEARCH EXPERIENCES 
##                                       22 
##                        CONCEPT INVENTORY 
##                                       21 
##                                EVOLUTION 
##                                       21 
##                                   SCHOOL 
##                                       21 
##                               ENGAGEMENT 
##                                       20 
##                                   GENDER 
##                                       20 
##                     INTRODUCTORY BIOLOGY 
##                                       20 
##                        STEREOTYPE THREAT 
##                                       19 
##                                  BELIEFS 
##                                       18 
##                                FRAMEWORK 
##                                       18 
##                        SCIENCE-EDUCATION 
##                                       18 
##                                   MODELS 
##                                       17 
##                                   SKILLS 
##                                       17 
##                                 TEACHERS 
##                                       17 
##                   UNDERGRADUATE RESEARCH 
##                                       16 
##                                  COURSES 
##                                       15 
##                                 FEEDBACK 
##                                       15 
##       UNDERGRADUATE RESEARCH EXPERIENCES 
##                                       15 
##                                DIVERSITY 
##                                       14 
##                            PARTICIPATION 
##                                       14 
##                               STRATEGIES 
##                                       14 
##                 PROFESSIONAL-DEVELOPMENT 
##                                       13 
##                      STUDENT PERFORMANCE 
##                                       13 
##                                     TOOL 
##                                       13 
##                                   CHOICE 
##                                       12 
##                              PERSISTENCE 
##                                       12 
##                             EXPLANATIONS 
##                                       11 
##                         HIGHER-EDUCATION 
##                                       11 
##                                   MAJORS 
##                                       11 
##                                 OUTCOMES 
##                                       11 
##                                  PROGRAM 
##                                       11 
##                                RETENTION 
##                                       11 
##                                  STUDENT 
##                                       11 
##                               UNIVERSITY 
##                                       11 
##                              CONCEPTIONS 
##                                       10 
##                                 EFFICACY 
##                                       10 
##                                 GENOMICS 
##                                       10 
##                           IMPLEMENTATION 
##                                       10 
##                               INSTRUMENT 
##                                       10 
##                                    LEARN 
##                                       10 
##                                 LITERACY 
##                                       10 
##                                  SUCCESS 
##                                       10 
##                                   THREAT 
##                                       10 
##                               VALIDATION 
##                                       10 
##                          ACHIEVEMENT GAP 
##                                        9 
##                             BIOCHEMISTRY 
##                                        9 
##                                   DESIGN 
##                                        9 
##                             INTERVENTION 
##                                        9 
##                                  PHYSICS 
##                                        9 
##                        PROJECT OWNERSHIP 
##                                        9 
##                            UNDERGRADUATE 
##                                        9 
##                                     WORK 
##                                        9 
##                                 BARRIERS 
##                                        8 
##                          BLOOMS TAXONOMY 
##                                        8 
##                               CHALLENGES 
##                                        8 
##                        CONCEPTUAL CHANGE 
##                                        8 
##                               CURRICULUM 
##                                        8 
##                              EXPLANATION 
##                                        8 
##                              INTEGRATION 
##                                        8 
##                                INTERESTS 
##                                        8 
##                         PEER INSTRUCTION 
##                                        8 
##                               PHYSIOLOGY 
##                                        8 
##                                 PIPELINE 
##                                        8 
##                               SCIENTISTS 
##                                        8 
##                                    SENSE 
##                                        8 
##                                     STEM 
##                                        8 
##                               TECHNOLOGY 
##                                        8 
##                                    VIEWS 
##                                        8 
##                     ACADEMIC-PERFORMANCE 
##                                        7 
##                               ACCEPTANCE 
##                                        7 
##                  CLASS CONCEPT QUESTIONS 
##                                        7 
##                                    COLOR 
##                                        7 
##                             DIFFICULTIES 
##                                        7 
##                     LEARNING PROGRESSION 
##                                        7 
##                                  LECTURE 
##                                        7 
##                             METAANALYSIS 
##                                        7 
##                            METACOGNITION 
##                                        7 
##                          MULTIPLE-CHOICE 
##                                        7 
##                           PHOTOSYNTHESIS 
##                                        7 
##                                     RACE 
##                                        7 
##                                    TESTS 
##                                        7 
##                                 VALIDITY 
##                                        7 
##                                   VALUES 
##                                        7 
##                                  ABILITY 
##                                        6 
##                                  ANATOMY 
##                                        6 
##                                 BEHAVIOR 
##                                        6 
##                                   CAREER 
##                                        6 
##                           COGNITIVE LOAD 
##                                        6 
##                        CRITICAL THINKING 
##                                        6 
##                                DISCOURSE 
##                                        6 
##                               EXPERIENCE 
##                                        6 
##                       GENDER-DIFFERENCES 
##                                        6 
##                                 GRADUATE 
##                                        6 
##                              INFORMATION 
##                                        6 
##                         MEDICAL-STUDENTS 
##                                        6 
##                                AGREEMENT 
##                                        5 
##                           BIOINFORMATICS 
##                                        5 
##                                COMMUNITY 
##                                        5 
##                               COMPETENCE 
##                                        5 
##                            COMPREHENSION 
##                                        5 
##                                  CULTURE 
##                                        5 
##                             EXPECTATIONS 
##                                        5 
##                                    GOALS 
##                                        5 
##                                 LANGUAGE 
##                                        5 
##                                     MATH 
##                                        5 
##                                   MEMORY 
##                                        5 
##                              PERSPECTIVE 
##                                        5 
##                               PRINCIPLES 
##                                        5 
##                                QUESTIONS 
##                                        5 
##                              RELIABILITY 
##                                        5 
##                                 SCIENCES 
##                                        5 
##                          SELF-REGULATION 
##                                        5 
##                               TRANSITION 
##                                        5 
##                                VARIABLES 
##                                        5 
##                                   VISION 
##                                        5 
##                                ANALOGIES 
##                                        4 
##                                  ANXIETY 
##                                        4 
##                              ASSOCIATION 
##                                        4 
##                                ATTRITION 
##                                        4 
##                                     CELL 
##                                        4 
##                            CELL-DIVISION 
##                                        4 
##              COLORADO LEARNING ATTITUDES 
##                                        4 
##                                DIFFUSION 
##                                        4 
##                                   EXPERT 
##                                        4 
##                              FIT INDEXES 
##                                        4 
##                     FORMATIVE ASSESSMENT 
##                                        4 
##                                      GAP 
##                                        4 
##                        GENERAL-CHEMISTRY 
##                                        4 
##                                    GENES 
##                                        4 
##           GENOMICS EDUCATION PARTNERSHIP 
##                                        4 
##                                    IDEAS 
##                                        4 
##                                   NUMBER 
##                                        4 
##                                   PEOPLE 
##                                        4 
##                                PREJUDICE 
##                                        4 
##                                 PROGRAMS 
##                                        4 
##                                  PROJECT 
##                                        4 
##                               PSYCHOLOGY 
##                                        4 
##                            QUESTIONNAIRE 
##                                        4 
##                                 RELEVANT 
##                                        4 
##                      RESEARCH EXPERIENCE 
##                                        4 
##                       RETRIEVAL PRACTICE 
##                                        4 
##                 SACCHAROMYCES-CEREVISIAE 
##                                        4 
##                SELF-DETERMINATION THEORY 
##                                        4 
##                               STATISTICS 
##                                        4 
##                               STEREOTYPE 
##                                        4 
##                                   SYSTEM 
##                                        4 
##                    TEACHING PRACTICE GAP 
##                                        4 
##                                     TIME 
##                                        4 
##                    UNDERGRADUATE BIOLOGY 
##                                        4 
##                                    YEAST 
##                                        4 
##                     ACADEMIC-ACHIEVEMENT 
##                                        3 
##                         ACADEMIC-SUCCESS 
##                                        3 
##                        ACHIEVEMENT GOALS 
##                                        3 
##                         ANTHROPOMORPHISM 
##                                        3 
##                            ARGUMENTATION 
##                                        3 
##                         BIOLOGY TEACHERS 
##                                        3 
##                             CELL BIOLOGY 
##                                        3 
##                                  CLIMATE 
##                                        3 
##                           CLIMATE-CHANGE 
##                                        3 
##                            COLLABORATION 
##                                        3 
##                          COLLEGE SCIENCE 
##                                        3 
##                                  CONTEXT 
##                                        3 
##                                      DNA 
##                                        3 
##                        DOCTORAL STUDENTS 
##                                        3 
##                  DROSOPHILA-MELANOGASTER 
##                                        3 
##                             EPISTEMOLOGY 
##                                        3 
##                  EXPECTANCY-VALUE THEORY 
##                                        3 
##                      FACULTY-DEVELOPMENT 
##                                        3 
##                                   FUTURE 
##                                        3 
##                                    GAINS 
##                                        3 
##                          GENE-EXPRESSION 
##                                        3 
##                                   GENOME 
##                                        3 
##                                   GRADES 
##                                        3 
##                        GRADUATE-STUDENTS 
##                                        3 
##                                      GTA 
##                                        3 
##                                   HEALTH 
##                                        3 
##                              HIGH-SCHOOL 
##                                        3 
##                        IMPLICIT THEORIES 
##                                        3 
##                     IMPROVES PERFORMANCE 
##                                        3 
##                                INDUCTION 
##                                        3 
##                            INTERVENTIONS 
##                                        3 
##                                JUDGMENTS 
##                                        3 
##                               MECHANISMS 
##                                        3 
##                        MEDICAL-EDUCATION 
##                                        3 
##                                 MEDICINE 
##                                        3 
##                                  MEIOSIS 
##                                        3 
##                                  MENTORS 
##                                        3 
##                               MINORITIES 
##                                        3 
##                        MINORITY-STUDENTS 
##                                        3 
##                        MOLECULAR-BIOLOGY 
##                                        3 
##                      MULTIPLE TRUE-FALSE 
##                                        3 
##                        ORGANIC-CHEMISTRY 
##                                        3 
##                                  OSMOSIS 
##                                        3 
##            PEDAGOGICAL CONTENT KNOWLEDGE 
##                                        3 
##                          PHYSICS FACULTY 
##                                        3 
##                                    POWER 
##                                        3 
##                               PREDICTORS 
##                                        3 
##                      PROTEGE PERCEPTIONS 
##                                        3 
##                                  QUIZZES 
##                                        3 
##                  RACIAL MICROAGGRESSIONS 
##                                        3 
##                                   REDUCE 
##                                        3 
##                           REPRESENTATION 
##                                        3 
##                          REPRESENTATIONS 
##                                        3 
##                        RESEARCH PROGRAMS 
##                                        3 
##                               RESISTANCE 
##                                        3 
##                              RESPIRATION 
##                                        3 
##                             SATISFACTION 
##                                        3 
##                          SCIENCE FACULTY 
##                                        3 
##                         SCIENCE IDENTITY 
##                                        3 
##                      SCIENTIFIC-RESEARCH 
##                                        3 
##                                SCIENTIST 
##                                        3 
##                                     SELF 
##                                        3 
##                         SELF-AFFIRMATION 
##                                        3 
##                          SELF-ASSESSMENT 
##                                        3 
##                        SELF-EXPLANATIONS 
##                                        3 
##                             SENSE EXCEPT 
##                                        3 
##                                 SEQUENCE 
##                                        3 
##                            SOCIALIZATION 
##                                        3 
##                                STANDARDS 
##                                        3 
##                              STEREOTYPES 
##                                        3 
##                                 STRATEGY 
##                                        3 
##                                   STRESS 
##                                        3 
##                                  SYSTEMS 
##                                        3 
##                                    TEACH 
##                                        3 
##                       TEACHING PRACTICES 
##                                        3 
##                                TELEOLOGY 
##                                        3 
##                         TEST-PERFORMANCE 
##                                        3 
##                                     TEXT 
##                                        3 
##                                TEXTBOOKS 
##                                        3 
##                           THERMODYNAMICS 
##                                        3 
##                        ACADEMIC MEDICINE 
##                                        2 
##                              ADOLESCENTS 
##                                        2 
##                         AFRICAN-AMERICAN 
##                                        2 
##                        AFRICAN-AMERICANS 
##                                        2 
##                                      AGE 
##                                        2 
##                                ALIGNMENT 
##                                        2 
##                             ALTERNATIVES 
##                                        2 
##                  ARGUMENT-DRIVEN INQUIRY 
##                                        2 
##                                 ARTICLES 
##                                        2 
##                              ASSESSMENTS 
##                                        2 
##                              ASSIGNMENTS 
##                                        2 
##                               ASSISTANTS 
##                                        2 
##                                     BIAS 
##                                        2 
##                     BIOLOGICAL EVOLUTION 
##                                        2 
##                          BIOLOGY COURSES 
##                                        2 
##                         BIOLOGY STUDENTS 
##                                        2 
##                                   BLOOMS 
##                                        2 
##                                    BRAIN 
##                                        2 
##                                C-ELEGANS 
##                                        2 
##                   CAENORHABDITIS-ELEGANS 
##                                        2 
##                    CAMPUS RACIAL CLIMATE 
##                                        2 
##                                   CANCER 
##                                        2 
##                                 CAPACITY 
##                                        2 
##                           CAREER CHOICES 
##                                        2 
##                       CAREER-DEVELOPMENT 
##                                        2 
##                                    CELLS 
##                                        2 
##                     CELLULAR RESPIRATION 
##                                        2 
##                  CHILDRENS METACOGNITION 
##                                        2 
##                               CLASS SIZE 
##                                        2 
##                               CLASSROOMS 
##                                        2 
##                                 CLICKERS 
##                                        2 
##                      COGNITIVE STRUCTURE 
##                                        2 
##                               COLORATION 
##                                        2 
##                              COMMUNITIES 
##                                        2 
##                       COMMUNITY-COLLEGES 
##                                        2 
##                               CONFIDENCE 
##                                        2 
##                             CONSEQUENCES 
##                                        2 
##                             CONSTRUCTION 
##                                        2 
##                       CONTINGENT FACULTY 
##                                        2 
##                              CREATIONISM 
##                                        2 
##                                    CYCLE 
##                                        2 
##                          DECISION-MAKING 
##                                        2 
##                           DEMONSTRATIONS 
##                                        2 
##                    DIAGNOSTIC-ASSESSMENT 
##                                        2 
##                                      DIF 
##                                        2 
##                               DIFFERENCE 
##                                        2 
##                                DISCOVERY 
##                                        2 
##                                 DYNAMICS 
##                                        2 
##                               ELEMENTARY 
##                                        2 
##                                ENACTMENT 
##                                        2 
##                                   ENERGY 
##                                        2 
##                  EPISTEMOLOGICAL BELIEFS 
##                                        2 
##                             ESSENTIALISM 
##                                        2 
##                                   ETHICS 
##                                        2 
##                                 EXAMPLES 
##                                        2 
##                      EXPERIMENTAL-DESIGN 
##                                        2 
##                                EXPERTISE 
##                                        2 
##                                 EXPLICIT 
##                                        2 
##                              EXPLORATION 
##                                        2 
##                        FLIPPED CLASSROOM 
##                                        2 
##                                  FLUENCY 
##                                        2 
##                    FOUNDATIONAL CONCEPTS 
##                                        2 
##             GRADUATE TEACHING ASSISTANTS 
##                                        2 
##                       GRADUATE-EDUCATION 
##                                        2 
##                                   GROWTH 
##                                        2 
##                                    GUIDE 
##                                        2 
##                               HEURISTICS 
##                                        2 
##                     HIGH-SCHOOL-STUDENTS 
##                                        2 
##                                  HISTORY 
##                                        2 
##                                   HUMANS 
##                                        2 
##                            ILLUSTRATIONS 
##                                        2 
##                                  INDEXES 
##                                        2 
##                              INHERITANCE 
##                                        2 
##                               INNOVATION 
##                                        2 
##                              INNOVATIONS 
##                                        2 
##                               INTENTIONS 
##                                        2 
##                          INTERDEPENDENCE 
##                                        2 
##                     INTRINSIC MOTIVATION 
##                                        2 
##                     INTRODUCTORY PHYSICS 
##                                        2 
##                           JUNIOR FACULTY 
##                                        2 
##                             LABORATORIES 
##                                        2 
##                     LEARNING-ENVIRONMENT 
##                                        2 
##                                  LESSONS 
##                                        2 
##                                     LIFE 
##                                        2 
##                                    LIGHT 
##                                        2 
##                      LONG-TERM RETENTION 
##                                        2 
##                           MACROEVOLUTION 
##                                        2 
##                              MAINTENANCE 
##                                        2 
##                                   MATTER 
##                                        2 
##                               MEANINGFUL 
##                                        2 
##                       MOLECULAR-GENETICS 
##                                        2 
##                     MOTIVATED STRATEGIES 
##                                        2 
##                                    MUSIC 
##                                        2 
##                      NATIONAL-INSTITUTES 
##                                        2 
##                                     NEED 
##                                        2 
##                            OPPORTUNITIES 
##                                        2 
##                                  ORIGINS 
##                                        2 
##                                OWNERSHIP 
##                                        2 
##                                  P-PRIMS 
##                                        2 
##                         PEER OBSERVATION 
##                                        2 
##                               PERCEPTION 
##                                        2 
##                             PERSPECTIVES 
##                                        2 
##                                      PHD 
##                                        2 
##                               PLASTICITY 
##                                        2 
##                                   POLICY 
##                                        2 
##                                   POTENT 
##                                        2 
##                               PROFESSORS 
##                                        2 
##                              PROGRESSION 
##                                        2 
##                                PROMOTION 
##                                        2 
##                                  PURSUIT 
##                                        2 
##                                  QUALITY 
##                                        2 
##                                 QUESTION 
##                                        2 
##              RANDOMIZED CONTROLLED-TRIAL 
##                                        2 
##                               RANDOMNESS 
##                                        2 
##                                   REFORM 
##                                        2 
##                               REGRESSION 
##                                        2 
##                              RELATEDNESS 
##                                        2 
##                              RESEARCHERS 
##                                        2 
##                                RETRIEVAL 
##                                        2 
##                              ROLE-MODELS 
##                                        2 
##                           SCHOOL SCIENCE 
##                                        2 
##                                  SCHOOLS 
##                                        2 
##                         SCIENCE RESEARCH 
##                                        2 
##                           SCIENCE SURVEY 
##                                        2 
##                       SCIENTIFIC INQUIRY 
##                                        2 
##                      SCIENTIFIC THINKING 
##                                        2 
##                                SECONDARY 
##                                        2 
##                         SECONDARY-SCHOOL 
##                                        2 
##                                SEQUENCES 
##                                        2 
##                                      SEX 
##                                        2 
##                          SEX-DIFFERENCES 
##                                        2 
##                   SOCIOSCIENTIFIC ISSUES 
##                                        2 
##                                    STATE 
##                                        2 
##                 STATISTICAL SIGNIFICANCE 
##                                        2 
##                  STUDENT SELF-ASSESSMENT 
##                                        2 
##                      STUDENT-EVALUATIONS 
##                                        2 
##                     STUDENTS CONCEPTIONS 
##                                        2 
##                     STUDENTS EVALUATIONS 
##                                        2 
##                  STUDENTS MISCONCEPTIONS 
##                                        2 
##                  STUDENTS UNDERSTANDINGS 
##                                        2 
##                                  SUPPORT 
##                                        2 
##                                 TAXONOMY 
##                                        2 
##                                  TEACHER 
##                                        2 
##                            TEACHERS TALK 
##                                        2 
##                                 TEXTBOOK 
##                                        2 
##                                 TO-LEARN 
##                                        2 
##                                TRANSPORT 
##                                        2 
##                            TREE-THINKING 
##                                        2 
##                                  UNAWARE 
##                                        2 
##                  UNDERGRADUATE EDUCATION 
##                                        2 
##                           UNDERSTANDINGS 
##                                        2 
##                            UNITED-STATES 
##                                        2 
##                             UNIVERSITIES 
##                                        2 
##                          VISUAL LITERACY 
##                                        2 
##                            VISUALIZATION 
##                                        2 
##                               VOCABULARY 
##                                        2 
##                      WRITING ASSIGNMENTS 
##                                        2 
##                                YESTERDAY 
##                                        2 
##                                      1ST 
##                                        1 
##                                 1ST YEAR 
##                                        1 
##          1ST-GENERATION COLLEGE-STUDENTS 
##                                        1 
##                                1ST-GRADE 
##                                        1 
##                                 1ST-HAND 
##                                        1 
##                                 1ST-YEAR 
##                                        1 
##                             21ST-CENTURY 
##                                        1 
##                                 ACADEMIC 
##                                        1 
##                                   ACCESS 
##                                        1 
##                                 ACCURACY 
##                                        1 
##                     ACHIEVEMENT EMOTIONS 
##                                        1 
##                   ACHIEVEMENT-MOTIVATION 
##                                        1 
##                              ACQUISITION 
##                                        1 
##                                 ADHESION 
##                                        1 
##                               ADJUSTMENT 
##                                        1 
##                                 ADOPTION 
##                                        1 
##                           ADULT LEARNERS 
##                                        1 
##                                   ADULTS 
##                                        1 
##                       ADVANCE ORGANIZERS 
##                                        1 
##                           AFFECT STUDENT 
##                                        1 
##                  AFFIRMATIVE-ACTION BANS 
##                                        1 
##                                     AIDS 
##                                        1 
##                     ALTERNATIVE APPROACH 
##                                        1 
##                         AMERICAN GINSENG 
##                                        1 
##                              AMINO-ACIDS 
##                                        1 
##                              AMPHETAMINE 
##                                        1 
##                      ANALOGICAL TRANSFER 
##                                        1 
##                                 ANALYTIC 
##                                        1 
##                                ANALYTICS 
##                                        1 
##                      ANGSTROM RESOLUTION 
##                                        1 
##                                ANIMATION 
##                                        1 
##                              ANTIBIOTICS 
##                                        1 
##                             APPREHENSION 
##                                        1 
##                           APPRENTICESHIP 
##                                        1 
##                                ARGUMENTS 
##                                        1 
##                                      ASK 
##                                        1 
##                                   ASKING 
##                                        1 
##          ASSESSING KNOWLEDGE INTEGRATION 
##                                        1 
##                               ATTENDANCE 
##                                        1 
##                                 ATTITUDE 
##                                        1 
##                AUDIENCE RESPONSE SYSTEMS 
##                                        1 
##           AUTHENTIC RESEARCH EXPERIENCES 
##                                        1 
##                               AUTHORSHIP 
##                                        1 
##                                 AUTONOMY 
##                                        1 
##                         AUTONOMY SUPPORT 
##                                        1 
##                                    AUXIN 
##                                        1 
##                                AVOIDANCE 
##                                        1 
##                         BACTERIAL-GROWTH 
##                                        1 
##                                      BAR 
##                                        1 
##                            BASIC SCIENCE 
##                                        1 
##              BEGINNING SECONDARY SCIENCE 
##                                        1 
##                       BEHAVIORAL ECOLOGY 
##                                        1 
##                                BEHAVIORS 
##                                        1 
##                                  BINDING 
##                                        1 
##                 BIOINFORMATICS EDUCATION 
##                                        1 
##                               BIOLOGISTS 
##                                        1 
##                   BIOLOGY DEGREE PROGRAM 
##                                        1 
##                        BIOLOGY EDUCATION 
##                                        1 
##                           BIOLOGY MAJORS 
##                                        1 
##                        BIOLOGY TEXTBOOKS 
##                                        1 
##         BIOMEDICAL INFORMATICS EDUCATION 
##                                        1 
##                       BIOMEDICAL SCIENCE 
##                                        1 
##                            BIOTECHNOLOGY 
##                                        1 
##                                 BIRDSONG 
##                                        1 
##                        BISEXUAL STUDENTS 
##                                        1 
##                              BISTABILITY 
##                                        1 
##                               BONFERRONI 
##                                        1 
##                                     BOYS 
##                                        1 
##                                  BROADEN 
##                                        1 
##                                   BUY-IN 
##                                        1 
##                                   CAMPUS 
##                                        1 
##                                   CANADA 
##                                        1 
##                                   CANARY 
##                                        1 
##                        CANCER PREVENTION 
##                                        1 
##                               CAPABILITY 
##                                        1 
##                                  CAPSIDS 
##                                        1 
##                                     CARD 
##                                        1 
##                         CARE DISPARITIES 
##                                        1 
##                            CAREER CHOICE 
##                                        1 
##                         CAREER INTERESTS 
##                                        1 
##                             CAREER PATHS 
##                                        1 
##                                  CAREERS 
##                                        1 
##                          CASEIN KINASE-I 
##                                        1 
##                                  CASSAVA 
##                                        1 
##                       CATARACT FORMATION 
##                                        1 
##                               CATEGORIES 
##                                        1 
##                           CATEGORIZATION 
##                                        1 
##                         CATHOLIC COLLEGE 
##                                        1 
##                            CENTRAL DOGMA 
##                                        1 
##                               CENTRALITY 
##                                        1 
##                        CEREBRAL-ISCHEMIA 
##                                        1 
##                                CHARACTER 
##                                        1 
##                       CHEMICAL-REACTIONS 
##                                        1 
##                      CHEMISTRY EDUCATION 
##                                        1 
##                        CHEMISTRY TRIPLET 
##                                        1 
##                                    CHESS 
##                                        1 
##                     CHILDRENS COMPETENCE 
##                                        1 
##                    CHILDRENS CONCEPTIONS 
##                                        1 
##                   CHROMOSOMAL SPECIATION 
##                                        1 
##                               CHROMOSOME 
##                                        1 
##                              CHROMOSOMES 
##                                        1 
##                           CLASSIFICATION 
##                                        1 
##                        CLINICAL MEDICINE 
##                                        1 
##                        CLOSED-BOOK TESTS 
##                                        1 
##                              COEFFICIENT 
##                                        1 
##                                COGNITION 
##                                        1 
##                   COGNITIVE ARCHITECTURE 
##                                        1 
##                     COGNITIVE ENGAGEMENT 
##                                        1 
##                    COGNITIVE LOAD THEORY 
##                                        1 
##                   COGNITIVE TEST ANXIETY 
##                                        1 
##                    COGNITIVE-DEVELOPMENT 
##                                        1 
##                      COGNITIVE-PROCESSES 
##                                        1 
##                                COHERENCE 
##                                        1 
##                                 COHESION 
##                                        1 
##      COLLABORATIVE LEARNING ENVIRONMENTS 
##                                        1 
##                  COLLECTIVE INTELLIGENCE 
##                                        1 
##                       COLLEGE ADJUSTMENT 
##                                        1 
##                          COLLEGE BIOLOGY 
##                                        1 
##                        COLLEGE CLASSROOM 
##                                        1 
##                         COLLEGE OUTCOMES 
##                                        1 
##                          COLLEGE PHYSICS 
##                                        1 
##                                 COLLEGES 
##                                        1 
##                               COMMITMENT 
##                                        1 
##                            COMMUNICATION 
##                                        1 
##                               COMPLETION 
##                                        1 
##                                  COMPLEX 
##                                        1 
##                          COMPLEX-SYSTEMS 
##                                        1 
##                                COMPONENT 
##                                        1 
##                               COMPONENTS 
##                                        1 
##                       COMPUTER ANIMATION 
##                                        1 
##               COMPUTERIZED TEXT ANALYSIS 
##                                        1 
##                      CONCEPT INVENTORIES 
##                                        1 
##                   CONCEPTUAL CHANGE TEXT 
##                                        1 
##                     CONCEPTUAL INVENTORY 
##                                        1 
##                             CONFIRMATION 
##                                        1 
##                                 CONFLICT 
##                                        1 
##                               CONFORMITY 
##                                        1 
##                               CONGRUENCE 
##                                        1 
##                              CONSEQUENCE 
##                                        1 
##                                CONSTRUCT 
##                                        1 
##                       CONSTRUCT-VALIDITY 
##                                        1 
##                           CONSTRUCTIVISM 
##                                        1 
##                               CONTRIBUTE 
##                                        1 
##                            CONTRIBUTIONS 
##                                        1 
##                        COPING STRATEGIES 
##                                        1 
##                          CORE PRINCIPLES 
##                                        1 
##                          CORTICOSTEROIDS 
##                                        1 
##                         COULD CONTRIBUTE 
##                                        1 
##                                 COVERAGE 
##                                        1 
##                     COVERT COMMUNICATION 
##                                        1 
##                               CREATIVITY 
##                                        1 
##                                     CROP 
##                                        1 
##                   CRYPTOSPORIDIUM-PARVUM 
##                                        1 
##                              CULTIVATION 
##                                        1 
##                     CULTURAL-PERSPECTIVE 
##                                        1 
##                     CUMULATIVE ADVANTAGE 
##                                        1 
##                                CURRICULA 
##                                        1 
##                                CYTOPROCT 
##                                        1 
##                                     DEEP 
##                                        1 
##                                  DEFICIT 
##                                        1 
##                           DEGREE PROGRAM 
##                                        1 
##          DENSITY-GRADIENT CENTRIFUGATION 
##                                        1 
##                               DEPENDENCE 
##                                        1 
##                                DEPENDENT 
##                                        1 
##                               DEPRESSION 
##                                        1 
##                      DEPRESSIVE SYMPTOMS 
##                                        1 
##                    DESIGN-BASED RESEARCH 
##                                        1 
##                             DETERMINANTS 
##                                        1 
##                     DEVELOPMENT PROGRAMS 
##                                        1 
##                                 DIAGRAMS 
##                                        1 
##                                  DIBUTYL 
##                                        1 
##             DIFFERENT INDUCTION-PROGRAMS 
##                                        1 
##                       DIGESTIVE VACUOLES 
##                                        1 
##                           DIGITAL DIVIDE 
##                                        1 
##                                 DILEMMAS 
##                                        1 
##                               DIRECTIONS 
##                                        1 
##                      DISCURSIVE IDENTITY 
##                                        1 
##                              DISPARITIES 
##                                        1 
##                                DISPARITY 
##                                        1 
##                                 DISPLAYS 
##                                        1 
##                                 DISTRESS 
##                                        1 
##                                 DIVISION 
##                                        1 
##                                      DOT 
##                                        1 
##                              DOUBLE BIND 
##                                        1 
##                      DOUBLE-STRANDED-RNA 
##                                        1 
##                   DYNAMIC VISUALIZATIONS 
##                                        1 
##                         EARLIER PROBLEMS 
##                                        1 
##                                  ECOLOGY 
##                                        1 
##                               ECOSYSTEMS 
##                                        1 
##                    EDUCATION SPECIALTIES 
##                                        1 
##                     EDUCATIONAL PRACTICE 
##                                        1 
##                     EDUCATIONAL-RESEARCH 
##                                        1 
##                              EFFECT SIZE 
##                                        1 
##                              ELABORATION 
##                                        1 
##                    ENDOPLASMIC-RETICULUM 
##                                        1 
##                     ENGINEERING STUDENTS 
##                                        1 
##                                  ENHANCE 
##                                        1 
##                               ENRICHMENT 
##                                        1 
##                              ENVIRONMENT 
##                                        1 
##                   ENVIRONMENTAL EXPOSURE 
##                                        1 
##                    EPISTEMOLOGICAL VIEWS 
##                                        1 
##                              EQUILIBRIUM 
##                                        1 
##                              EQUIVALENCE 
##                                        1 
##                                    ERROR 
##                                        1 
##                         ESCHERICHIA-COLI 
##                                        1 
##                                    ESSAY 
##                                        1 
##                             ESSENTIALIST 
##                                        1 
##                                ETHNICITY 
##                                        1 
##                              ETHNOGRAPHY 
##                                        1 
##                                 EVALUATE 
##                                        1 
##                     EVOLUTIONARY BIOLOGY 
##                                        1 
##                      EVOLUTIONARY-THEORY 
##                                        1 
##                                     EXAM 
##                                        1 
##                         EXAM PERFORMANCE 
##                                        1 
##                                    EXAMS 
##                                        1 
##                                 EXERCISE 
##                                        1 
##                                EXERCISES 
##                                        1 
##                       EXPERT PERFORMANCE 
##                                        1 
##                                  EXPERTS 
##                                        1 
##                               EXPRESSION 
##                                        1 
##                      EXPRESSION ANALYSIS 
##                                        1 
##                     EXTRINSIC MOTIVATION 
##                                        1 
##                                      EYE 
##                                        1 
##                         FACE RECOGNITION 
##                                        1 
##                                   FAMILY 
##                                        1 
##                         FAMILY INTERFACE 
##                                        1 
##                                     FEAR 
##                                        1 
##                                 FIDELITY 
##                                        1 
##                                FIELDWORK 
##                                        1 
##                                  FIGURES 
##                                        1 
##                                      FIT 
##                                        1 
##                                    FOCUS 
##                                        1 
##                              FOCUS GROUP 
##                                        1 
##                             FOOD VACUOLE 
##                                        1 
##                               FOOD-CHAIN 
##                                        1 
##                                FOREBRAIN 
##                                        1 
##           FORMATIVE SUMMATIVE ASSESSMENT 
##                                        1 
##                       GAMMA-D-CRYSTALLIN 
##                                        1 
##               GAP CURRICULUM-DEVELOPMENT 
##                                        1 
##                                  GAY MEN 
##                                        1 
##                              GEMINIVIRUS 
##                                        1 
##                              GENDER BIAS 
##                                        1 
##                       GENDER DIFFERENCES 
##                                        1 
##                               GENERATION 
##                                        1 
##                            GENETIC DRIFT 
##                                        1 
##                     GENETIC INTERFERENCE 
##                                        1 
##                        GENOME COMPLEXITY 
##                                        1 
##           GEOGRAPHIC INFORMATION-SYSTEMS 
##                                        1 
##                                    GIRLS 
##                                        1 
##                                     GLFG 
##                                        1 
##                   GLOBAL GENE-EXPRESSION 
##                                        1 
## GLYCERALDEHYDE-3-PHOSPHATE DEHYDROGENASE 
##                                        1 
##                       GRAPHIC ORGANIZERS 
##                                        1 
##                                 GRAPHICS 
##                                        1 
##                            GROUP PROJECT 
##                                        1 
##                        GROUP-PERFORMANCE 
##                                        1 
##                                     GUAM 
##                                        1 
##                                   HABITS 
##                                        1 
##                               HAPLOTYPES 
##                                        1 
##                          HEALTH LITERACY 
##                                        1 
##                                     HEAT 
##                                        1 
##                         HELPING-BEHAVIOR 
##                                        1 
##                      HIGH-SCHOOL BIOLOGY 
##                                        1 
##                    HIGHER-ORDER THINKING 
##                                        1 
##                                 HIV/AIDS 
##                                        1 
##                                 HORMONES 
##                                        1 
##                                HYDROLASE 
##                                        1 
##                              HYPHAL TIPS 
##                                        1 
##                           IDENTIFICATION 
##                                        1 
##                   IDENTITY COMPATIBILITY 
##                                        1 
##                       IDENTITY FORMATION 
##                                        1 
##                            IDENTITY WORK 
##                                        1 
##                                    IMAGE 
##                                        1 
##                       IMMEDIATE FEEDBACK 
##                                        1 
##                                  IMPACTS 
##                                        1 
##                IMPLICIT ASSOCIATION TEST 
##                                        1 
##                       IMPLICIT RACE BIAS 
##                                        1 
##                                  IMPROVE 
##                                        1 
##                              IMPROVEMENT 
##                                        1 
##                                INCREASES 
##                                        1 
##                                    INDEX 
##                                        1 
##                   INDIVIDUAL-DIFFERENCES 
##                                        1 
##          INDIVIDUALISTIC GOAL STRUCTURES 
##                                        1 
##                               INFERENCES 
##                                        1 
##                      INFORMATION-SYSTEMS 
##                                        1 
##                                 INSIGHTS 
##                                        1 
##                                INSTITUTE 
##                                        1 
##                              INSTITUTION 
##                                        1 
##                 INSTRUCTIONAL ANIMATIONS 
##                                        1 
##                  INSTRUCTIONAL PRACTICES 
##                                        1 
##                 INSTRUCTIONAL STRATEGIES 
##                                        1 
##                     INSTRUCTIONAL-CHANGE 
##                                        1 
##                     INSTRUCTIONAL-DESIGN 
##                                        1 
##                        INSTRUCTOR GENDER 
##                                        1 
##               INTEGRATING BIOINFORMATICS 
##                                        1 
##                          INTEGRATING GIS 
##                                        1 
##                     INTEGRATING RESEARCH 
##                                        1 
##                             INTERFERENCE 
##                                        1 
##                   INTERNATIONAL STUDENTS 
##                                        1 
##                                INTERPRET 
##                                        1 
##                             INTERPRETERS 
##                                        1 
##                             INTERSECTION 
##                                        1 
##                             INTRODUCTORY 
##                                        1 
##                     INTRODUCTORY SCIENCE 
##                                        1 
##                                INVERTASE 
##                                        1 
##                              INVESTIGATE 
##                                        1 
##                                  ISOFORM 
##                                        1 
##                                  ISOLATE 
##                                        1 
##                                   ISSUES 
##                                        1 
##             ITEM DIFFICULTY INTERACTIONS 
##                                        1 
##                                JAPONICUS 
##                                        1 
##                                      JOB 
##                                        1 
##                                    KINDS 
##                                        1 
##                                 KNOCKOUT 
##                                        1 
##                   KNOWLEDGE CONSTRUCTION 
##                                        1 
##                                      LAB 
##                                        1 
##                       LABORATORY COURSES 
##                                        1 
##              LABORATORY-INTENSIVE COURSE 
##                                        1 
##                               LAC OPERON 
##                                        1 
##                          LANDSCAPE MODEL 
##                                        1 
##                                LANGUAGES 
##                                        1 
##                               LEADERSHIP 
##                                        1 
##                                  LEARNER 
##                                        1 
##                                 LEARNERS 
##                                        1 
##                          LEARNING GROUPS 
##                                        1 
##                        LEARNING OUTCOMES 
##                                        1 
##                         LEARNING SCIENCE 
##                                        1 
##                            LEARNING WORK 
##                                        1 
##                      LEARNING-STRATEGIES 
##                                        1 
##                                    LEAVE 
##                                        1 
##                                 LESBIANS 
##                                        1 
##                                  LESIONS 
##                                        1 
##                                    LEVEL 
##                                        1 
##                         LEWIS STRUCTURES 
##                                        1 
##                   LIFE-SCIENCE CURRICULA 
##                                        1 
##                                   LIKERT 
##                                        1 
##                                  LINKAGE 
##                                        1 
##                       LIPOPOLYSACCHARIDE 
##                                        1 
##                                     LOAD 
##                                        1 
##                    LOCAL ITEM DEPENDENCE 
##                                        1 
##                             LOCALIZATION 
##                                        1 
##                                     LOCI 
##                                        1 
##                                    LOCUS 
##                                        1 
##                      LOGISTIC-REGRESSION 
##                                        1 
##               LONGITUDINAL DATA-ANALYSIS 
##                                        1 
##                                     LOVE 
##                                        1 
##                     MALATE-DEHYDROGENASE 
##                                        1 
##                               MANAGEMENT 
##                                        1 
##                             MANIPULATION 
##                                        1 
##                                     MAPS 
##                                        1 
##                         MATH PERFORMANCE 
##                                        1 
##                             MATHEMATICAL 
##                                        1 
##                     MATHEMATICAL BIOLOGY 
##                                        1 
##                      MATHEMATICS ANXIETY 
##                                        1 
##                                   MATURA 
##                                        1 
##                    MEANINGFUL ASSESSMENT 
##                                        1 
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Research Questions

Social Network Analysis (SNA) of co-authorship: What social structures are organizing co-authorship?

Rachel Kudlacz This is the placeholder for the question about the social struction of co-authorship the among the CBE-LSE authors. A social network analysis approach was used… Text to introduce the script and outputs

Text to explain what is shown in the figures.

What are the collaborative connections between institutions?

Germaine Ng

This is the placeholder for the question about collaborations between different universities (institutions) Text to introduce the script and outputs

## Warning in closeness(bsk.network): At centrality.c:2784 :closeness centrality is
## not well-defined for disconnected graphs

Text to explain what is shown in the figures.

What is the intellectual structures? Document co-citation network

Darcie Nelson This is the placeholder for the question about documents frequently cited together Text to introduce the script and outputs.

Text to explain what is shown in the figures.